From f2421ff38f49b43248bf315a54ea56293b801ec9 Mon Sep 17 00:00:00 2001 From: Unknown Date: Fri, 12 Oct 2018 12:08:06 +0200 Subject: [PATCH 1/6] Revert "Fix for crash on empty data, better handling on sparcisity changes" This reverts commit 246795b9bc2c343d4214cf42a986f2a6be40b732. From 211201eeb7abd6f773e49cc3e0d66f7573b763b7 Mon Sep 17 00:00:00 2001 From: Unknown Date: Fri, 12 Oct 2018 12:23:26 +0200 Subject: [PATCH 2/6] Fix for empty data crash, better handling of sparse data --- Orange/widgets/data/owsave.py | 24 ++++++++++++++++-------- 1 file changed, 16 insertions(+), 8 deletions(-) diff --git a/Orange/widgets/data/owsave.py b/Orange/widgets/data/owsave.py index 648dd03fbcc..00dca252ff6 100644 --- a/Orange/widgets/data/owsave.py +++ b/Orange/widgets/data/owsave.py @@ -126,18 +126,26 @@ def adjust_label(self): @Inputs.data def dataset(self, data): - self.data = data self.save.setDisabled(data is None) self.save_as.setDisabled(data is None) - if data is not None: - self.save_file() + if data is None: + return - self.controls.filetype.clear() - if self.data.is_sparse(): - self.controls.filetype.insertItems(0, [item for item, _, supports_sparse in FILE_TYPES - if supports_sparse]) - else: + if (self.data is None and data.is_sparse()) or ( + self.data is not None and not self.data.is_sparse() and data.is_sparse()): + self.controls.filetype.clear() + allowed = [item for item, _, supports_sparse in FILE_TYPES + if supports_sparse] + self.controls.filetype.insertItems(0, allowed) + self.filetype = allowed[0] + self.update_extension() + elif self.data is not None and self.data.is_sparse() and not data.is_sparse(): + self.controls.filetype.clear() self.controls.filetype.insertItems(0, [item for item, _, _ in FILE_TYPES]) + self.filetype = FILE_TYPES[0][0] + self.update_extension() + self.data = data + self.save_file() def save_file_as(self): file_name = self.remove_extensions(self.filename) or os.path.join( From 9045f49ce259b184fec3b23fe284bc13065b089f Mon Sep 17 00:00:00 2001 From: Unknown Date: Thu, 25 Oct 2018 10:35:08 +0200 Subject: [PATCH 3/6] Merge remote-tracking branch 'biolab/master' Revert "Fix for crash on empty data, better handling on sparcisity changes" This reverts commit 246795b9bc2c343d4214cf42a986f2a6be40b732. Fix for empty data crash, better handling of sparse data Merge remote-tracking branch 'origin/owsave' into owsave --- CHANGELOG.md | 64 +- Orange/canvas/application/canvasmain.py | 56 +- Orange/canvas/application/widgettoolbox.py | 4 +- Orange/canvas/canvas/items/annotationitem.py | 18 - Orange/canvas/document/commands.py | 21 + Orange/canvas/document/interactions.py | 20 + Orange/canvas/document/quickmenu.py | 77 +- Orange/canvas/document/schemeedit.py | 279 ++- Orange/canvas/document/suggestions.py | 115 ++ Orange/canvas/gui/quickhelp.py | 16 +- Orange/canvas/help/provider.py | 9 + Orange/canvas/icons/CanvasIcon.png | Bin 2318 -> 5212 bytes Orange/canvas/icons/orange-canvas.svg | 143 +- Orange/canvas/icons/orange.ico | Bin 22486 -> 370070 bytes Orange/canvas/scheme/readwrite.py | 34 +- Orange/canvas/scheme/scheme.py | 28 +- Orange/canvas/scheme/widgetsscheme.py | 106 +- Orange/clustering/kmeans.py | 4 +- Orange/clustering/louvain.py | 123 ++ Orange/data/__init__.py | 1 + Orange/data/filter.py | 5 + Orange/data/io.py | 44 +- Orange/data/pandas_compat.py | 51 +- Orange/data/sql/backend/postgres.py | 6 +- Orange/data/table.py | 19 +- Orange/data/tests/test_pandas.py | 38 +- Orange/data/tests/test_variable.py | 23 +- Orange/data/variable.py | 28 +- Orange/distance/distance.py | 5 +- Orange/preprocess/preprocess.py | 4 +- Orange/preprocess/score.py | 4 +- Orange/statistics/util.py | 5 + Orange/tests/__init__.py | 8 +- Orange/tests/test_basic_stats.py | 13 + Orange/tests/test_clustering_kmeans.py | 15 + Orange/tests/test_contingency.py | 135 +- Orange/tests/test_distribution.py | 50 +- Orange/tests/test_evaluation_scoring.py | 21 +- Orange/tests/test_io.py | 29 +- Orange/tests/test_preprocess.py | 3 +- Orange/tests/test_statistics.py | 14 +- Orange/tests/test_tab_reader.py | 11 + Orange/tests/test_value.py | 16 +- Orange/widgets/data/icons/Concatenate.svg | 53 +- Orange/widgets/data/icons/MergeData.svg | 48 +- .../widgets/data/icons/SelectByDataIndex.svg | 24 + Orange/widgets/data/owconcatenate.py | 1 + Orange/widgets/data/owcontinuize.py | 2 +- Orange/widgets/data/owcreateclass.py | 2 +- Orange/widgets/data/owdatainfo.py | 2 +- Orange/widgets/data/owdatasampler.py | 2 +- Orange/widgets/data/owdatasets.py | 1 + Orange/widgets/data/owdiscretize.py | 1 + Orange/widgets/data/oweditdomain.py | 1666 ++++++++++++----- Orange/widgets/data/owfeatureconstructor.py | 1 + Orange/widgets/data/owfile.py | 11 +- Orange/widgets/data/owimpute.py | 1 + Orange/widgets/data/owmergedata.py | 1 + Orange/widgets/data/owoutliers.py | 2 +- Orange/widgets/data/owpaintdata.py | 2 +- Orange/widgets/data/owpreprocess.py | 47 +- Orange/widgets/data/owpurgedomain.py | 2 +- Orange/widgets/data/owpythonscript.py | 1 + Orange/widgets/data/owrandomize.py | 1 + Orange/widgets/data/owrank.py | 1 + Orange/widgets/data/owsave.py | 165 +- Orange/widgets/data/owselectbydataindex.py | 106 ++ Orange/widgets/data/owselectcolumns.py | 1 + Orange/widgets/data/owselectrows.py | 1 + Orange/widgets/data/owsql.py | 86 +- Orange/widgets/data/owtable.py | 13 + Orange/widgets/data/owtranspose.py | 1 + .../widgets/data/tests/test_oweditdomain.py | 284 +-- Orange/widgets/data/tests/test_owfile.py | 77 +- Orange/widgets/data/tests/test_owsave.py | 93 +- .../data/tests/test_owselectbydataindex.py | 26 + Orange/widgets/data/tests/test_owsql.py | 93 + Orange/widgets/evaluate/owcalibrationplot.py | 1 + Orange/widgets/evaluate/owconfusionmatrix.py | 1 + Orange/widgets/evaluate/owliftcurve.py | 1 + Orange/widgets/evaluate/owpredictions.py | 1 + Orange/widgets/evaluate/owrocanalysis.py | 70 +- Orange/widgets/evaluate/owtestlearners.py | 1 + .../evaluate/tests/test_owrocanalysis.py | 60 + Orange/widgets/io.py | 31 + Orange/widgets/model/owadaboost.py | 1 + Orange/widgets/model/owconstant.py | 1 + Orange/widgets/model/owknn.py | 1 + Orange/widgets/model/owlinearregression.py | 1 + Orange/widgets/model/owloadmodel.py | 1 + Orange/widgets/model/owlogisticregression.py | 1 + Orange/widgets/model/ownaivebayes.py | 1 + Orange/widgets/model/owneuralnetwork.py | 2 + Orange/widgets/model/owrandomforest.py | 1 + Orange/widgets/model/owrules.py | 1 + Orange/widgets/model/owsavemodel.py | 1 + Orange/widgets/model/owsgd.py | 1 + Orange/widgets/model/owsvm.py | 1 + Orange/widgets/model/owtree.py | 1 + Orange/widgets/report/icons/scheme.svg | 143 +- Orange/widgets/report/owreport.py | 12 +- Orange/widgets/report/report.py | 4 +- Orange/widgets/report/tests/test_report.py | 36 + Orange/widgets/tests/base.py | 141 +- Orange/widgets/tests/test_io.py | 39 +- .../widgets/tests/test_matplotlib_export.py | 43 + Orange/widgets/tests/test_widget.py | 3 +- Orange/widgets/tests/utils.py | 16 +- .../unsupervised/icons/LouvainClustering.svg | 25 + .../widgets/unsupervised/owcorrespondence.py | 1 + Orange/widgets/unsupervised/owdistancefile.py | 2 +- Orange/widgets/unsupervised/owdistancemap.py | 1 + .../widgets/unsupervised/owdistancematrix.py | 1 + Orange/widgets/unsupervised/owdistances.py | 1 + .../unsupervised/owdistancetransformation.py | 1 + .../unsupervised/owhierarchicalclustering.py | 33 +- Orange/widgets/unsupervised/owkmeans.py | 14 +- .../unsupervised/owlouvainclustering.py | 379 ++++ .../unsupervised/owmanifoldlearning.py | 1 + Orange/widgets/unsupervised/owmds.py | 503 +++-- Orange/widgets/unsupervised/owpca.py | 1 + .../unsupervised/tests/test_owkmeans.py | 7 + .../unsupervised/tests/test_owlouvain.py | 96 + .../widgets/unsupervised/tests/test_owmds.py | 71 +- Orange/widgets/utils/combobox.py | 355 ++++ Orange/widgets/utils/concurrent.py | 47 +- Orange/widgets/utils/filedialogs.py | 29 +- Orange/widgets/utils/itemmodels.py | 54 +- Orange/widgets/utils/matplotlib_export.py | 215 +++ Orange/widgets/utils/plot/owplotgui.py | 175 +- .../widgets/utils/plot/owplotgui_obsolete.py | 864 +++++++++ Orange/widgets/utils/scaling.py | 180 -- Orange/widgets/utils/tests/test_combobox.py | 135 ++ .../widgets/utils/tests/test_filedialogs.py | 22 + Orange/widgets/utils/tests/test_itemmodels.py | 47 +- Orange/widgets/utils/webview.py | 16 +- Orange/widgets/visualize/owboxplot.py | 101 +- Orange/widgets/visualize/owdistributions.py | 5 +- Orange/widgets/visualize/owfreeviz.py | 906 ++++----- Orange/widgets/visualize/owheatmap.py | 16 +- .../widgets/visualize/owlinearprojection.py | 3 +- Orange/widgets/visualize/owmosaic.py | 1 + Orange/widgets/visualize/ownomogram.py | 1 + Orange/widgets/visualize/owpythagorastree.py | 1 + .../widgets/visualize/owpythagoreanforest.py | 1 + Orange/widgets/visualize/owradviz.py | 868 ++++----- Orange/widgets/visualize/owruleviewer.py | 1 + Orange/widgets/visualize/owscatterplot.py | 392 ++-- .../widgets/visualize/owscatterplotgraph.py | 1662 +++++++++------- .../visualize/owscatterplotgraph_obsolete.py | 1506 +++++++++++++++ Orange/widgets/visualize/owsieve.py | 1 + Orange/widgets/visualize/owsilhouetteplot.py | 27 +- Orange/widgets/visualize/owtreeviewer.py | 1 + Orange/widgets/visualize/owvenndiagram.py | 1 + .../widgets/visualize/tests/test_owboxplot.py | 63 +- .../widgets/visualize/tests/test_owfreeviz.py | 86 +- .../widgets/visualize/tests/test_owheatmap.py | 14 + .../tests/test_owlinearprojection.py | 41 +- .../widgets/visualize/tests/test_owradviz.py | 36 +- .../visualize/tests/test_owscatterplot.py | 117 +- .../visualize/tests/test_owsilhouetteplot.py | 56 +- Orange/widgets/visualize/utils/__init__.py | 4 +- Orange/widgets/visualize/utils/component.py | 115 ++ Orange/widgets/visualize/utils/plotutils.py | 189 +- Orange/widgets/widget.py | 139 +- appveyor.yml | 23 +- conda-recipe/meta.yaml | 1 + distribute/icon-256.png | Bin 35798 -> 36793 bytes distribute/icon-48.png | Bin 4517 -> 9548 bytes distribute/orange-canvas.svg | 304 +-- doc/visual-programming/source/index.rst | 2 + .../source/widgets/data/datasampler.rst | 59 +- .../source/widgets/data/editdomain.rst | 28 +- .../source/widgets/data/file.rst | 2 +- .../data/icons/select-by-data-index.png | Bin 0 -> 2401 bytes .../DataSampler-Example-OverUnderSampling.png | Bin 0 -> 126069 bytes .../data/images/DataSampler-Example.png | Bin 111014 -> 0 bytes .../data/images/DataSampler-Example1.png | Bin 128431 -> 175295 bytes .../data/images/DataSampler-Example2.png | Bin 0 -> 96378 bytes .../data/images/DataSampler-stamped.png | Bin 16454 -> 30014 bytes .../data/images/EditDomain-Example.png | Bin 120107 -> 115486 bytes .../data/images/EditDomain-stamped.png | Bin 16597 -> 35114 bytes .../source/widgets/data/images/EditDomain.png | Bin 14340 -> 0 bytes .../data/images/Preprocess-Example.png | Bin 271793 -> 0 bytes .../data/images/Preprocess-Example1.png | Bin 0 -> 179972 bytes .../widgets/data/images/Preprocess-cont.png | Bin 48473 -> 0 bytes .../data/images/Preprocess1-stamped.png | Bin 0 -> 81280 bytes .../data/images/Preprocess2-stamped.png | Bin 0 -> 58070 bytes 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.../widgets/visualize/silhouetteplot.rst | 11 +- .../source/widgets/visualize/treeviewer.rst | 2 +- requirements-core.txt | 2 + requirements-gui.txt | 3 +- scripts/macos/create-dmg-installer.sh | 54 +- scripts/macos/dmg-resources/VolumeIcon.icns | Bin 166042 -> 276307 bytes scripts/macos/python-framework.sh | 9 +- scripts/macos/requirements.txt | 1 + scripts/macos/sign-app.sh | 66 +- scripts/macos/sign-dmg.sh | 99 + .../Contents/Resources/orange.icns | Bin 224379 -> 427430 bytes .../Contents/Resources/schema.icns | Bin 143601 -> 172601 bytes scripts/windows/Orange.ico | Bin 22486 -> 370070 bytes scripts/windows/OrangeInstall.ico | Bin 22486 -> 0 bytes scripts/windows/OrangeOWS.ico | Bin 22486 -> 11725 bytes scripts/windows/build-conda-installer.sh | 2 +- scripts/windows/build-win-installer.sh | 2 +- scripts/windows/specs/PY34-win32.txt | 1 + setup.py | 2 +- 242 files changed, 11313 insertions(+), 4427 deletions(-) create mode 100644 Orange/canvas/document/suggestions.py create mode 100644 Orange/clustering/louvain.py create mode 100644 Orange/widgets/data/icons/SelectByDataIndex.svg create mode 100644 Orange/widgets/data/owselectbydataindex.py create mode 100644 Orange/widgets/data/tests/test_owselectbydataindex.py create mode 100644 Orange/widgets/data/tests/test_owsql.py create mode 100644 Orange/widgets/tests/test_matplotlib_export.py create mode 100644 Orange/widgets/unsupervised/icons/LouvainClustering.svg create mode 100644 Orange/widgets/unsupervised/owlouvainclustering.py create mode 100644 Orange/widgets/unsupervised/tests/test_owlouvain.py create mode 100644 Orange/widgets/utils/combobox.py create mode 100644 Orange/widgets/utils/matplotlib_export.py create mode 100644 Orange/widgets/utils/plot/owplotgui_obsolete.py delete mode 100644 Orange/widgets/utils/scaling.py create mode 100644 Orange/widgets/utils/tests/test_combobox.py create mode 100644 Orange/widgets/utils/tests/test_filedialogs.py create mode 100644 Orange/widgets/visualize/owscatterplotgraph_obsolete.py create mode 100644 Orange/widgets/visualize/utils/component.py create mode 100644 doc/visual-programming/source/widgets/data/icons/select-by-data-index.png create mode 100644 doc/visual-programming/source/widgets/data/images/DataSampler-Example-OverUnderSampling.png delete mode 100644 doc/visual-programming/source/widgets/data/images/DataSampler-Example.png create mode 100644 doc/visual-programming/source/widgets/data/images/DataSampler-Example2.png delete mode 100644 doc/visual-programming/source/widgets/data/images/EditDomain.png delete mode 100644 doc/visual-programming/source/widgets/data/images/Preprocess-Example.png create mode 100644 doc/visual-programming/source/widgets/data/images/Preprocess-Example1.png delete mode 100644 doc/visual-programming/source/widgets/data/images/Preprocess-cont.png create mode 100644 doc/visual-programming/source/widgets/data/images/Preprocess1-stamped.png create mode 100644 doc/visual-programming/source/widgets/data/images/Preprocess2-stamped.png create mode 100644 doc/visual-programming/source/widgets/data/images/SQLTable-Example.png create mode 100644 doc/visual-programming/source/widgets/data/images/SQLTable-stamped.png create mode 100644 doc/visual-programming/source/widgets/data/images/Select-by-Data-Index-Example1.png create mode 100644 doc/visual-programming/source/widgets/data/images/Select-by-Data-Index-stamped.png delete mode 100644 doc/visual-programming/source/widgets/data/images/sql.png create mode 100644 doc/visual-programming/source/widgets/data/select-by-data-index.rst delete mode 100644 doc/visual-programming/source/widgets/evaluation/images/Predictions-DataTable.png create mode 100644 doc/visual-programming/source/widgets/evaluation/images/Predictions-Example2.png delete mode 100644 doc/visual-programming/source/widgets/evaluation/images/Predictions-ExampleScatterplot.png delete mode 100644 doc/visual-programming/source/widgets/evaluation/images/Predictions-Schema.png delete mode 100644 doc/visual-programming/source/widgets/evaluation/images/Predictions.png create mode 100644 doc/visual-programming/source/widgets/unsupervised/images/Louvain-Example.png create mode 100644 doc/visual-programming/source/widgets/unsupervised/images/Louvain-stamped.png create mode 100644 doc/visual-programming/source/widgets/unsupervised/louvainclustering.rst create mode 100755 scripts/macos/sign-dmg.sh delete mode 100644 scripts/windows/OrangeInstall.ico diff --git a/CHANGELOG.md b/CHANGELOG.md index b1dbe98dfd3..972d0de2776 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,66 @@ Change Log * ... +[3.16.0] - 2018-09-14 +-------------------- +##### Enhancements +* ROC analysis: show thresholds ([#3172](../../pull/3172)) +* Edit Domain: Record transformations ([#3231](../../pull/3231)) +* Data Table: Enable deselection ([#3189](../../pull/3189)) +* Empty helper pane message ([#3210](../../pull/3210)) +* Matplotlib output for Scatter plot ([#3134](../../pull/3134)) +* Scatterplot: indicate overlap of points. ([#3177](../../pull/3177)) +* Selection of format and compression in save data widget ([#3147](../../pull/3147)) +* OWBoxPlot: add option to sort discrete distributions by size ([#3156](../../pull/3156)) +* Table: speed-up computation of basic stats of given columns. ([#3166](../../pull/3166)) +* Canvas: 'Window Groups' continued ([#3085](../../pull/3085)) +* Combo Box Search Filter ([#3014](../../pull/3014)) +* Widget Insertion ([#3179](../../pull/3179)) + +##### Bugfixes +* Documentation fetching with redirects ([#3248](../../pull/3248)) +* DiscreteVariable reconstruction ([#3242](../../pull/3242)) +* io: Handle mismatched number of header/data values ([#3237](../../pull/3237)) +* OWNeuralNetwork model pickling ([#3230](../../pull/3230)) +* Variable: Prevent hashing of Values of DiscreteVariable. ([#3217](../../pull/3217)) + + +[3.15.0] - 2018-08-06 +-------------------- +##### Enhancements +* Silhouette Plot: Add cosine distance ([#3176](../../pull/3176)) +* Add pandas_compat.table_to_frame(tab) ([#3180](../../pull/3180)) +* OWSelectByDataIndex: New widget (move from Prototypes) ([#3181](../../pull/3181)) +* Make filters available in Orange.data namespace. ([#3170](../../pull/3170)) +* Move Louvain clustering from prototypes to core ([#3111](../../pull/3111)) +* OWWidget: Collapse/expand the widget on control area toggle ([#3146](../../pull/3146)) +* Rank: SklScorer should use the faster SklImputer. ([#3164](../../pull/3164)) +* RecentFiles: Check for missing file in workflow dir ([#3064](../../pull/3064)) +* Smart widget suggestions ([#3112](../../pull/3112)) +* Match Keywords in Widget Search ([#3117](../../pull/3117)) +* io: Speedup write_data ([#3115](../../pull/3115)) +* OWEditDomain: Enable reordering of discrete variables ([#3119](../../pull/3119)) + +##### Bugfixes +* oweditdomain: Fix an IndexError when all rows are deselected ([#3183](../../pull/3183)) +* OWFreeViz: fix class density size ([#3158](../../pull/3158)) +* OWBoxPlot: Fix empty continuous contingency check ([#3165](../../pull/3165)) +* OWSql: enforce data download for non PostgreSQL databases ([#3178](../../pull/3178)) +* owlouvainclustering: Make the task completion handler a single slot ([#3182](../../pull/3182)) +* OWReport: disable save and print on empty report ([#3175](../../pull/3175)) +* RemoveConstant: remove constant NaN features. ([#3163](../../pull/3163)) +* utils/concurrent: Switch default thread pool ([#3138](../../pull/3138)) +* OWBoxPlot: Fix quartiles computation ([#3159](../../pull/3159)) +* OWBoxPlot: Plot axis labels and quartiles label layout ([#3162](../../pull/3162)) +* [RFC] OWHeatMap: remove empty clusters from visualization ([#3155](../../pull/3155)) +* report: Fix the number of hidden rows. ([#3150](../../pull/3150)) +* [RFC] KMeans upgrade sparse support ([#3140](../../pull/3140)) +* WebView fixes ([#3148](../../pull/3148)) +* ci/appveyor: Update test dependencies ([#3139](../../pull/3139)) +* Replace use of obsolete QStyle.standardPixmap ([#3127](../../pull/3127)) +* BoxPlot: Hide groups with no instances ([#3122](../../pull/3122)) + + [3.14.0] - 2018-07-04 -------------------- ##### Enhancements @@ -865,7 +925,9 @@ Change Log * Initial version based on Python 1.5.2 and Qt 2.3 -[next]: https://github.com/biolab/orange3/compare/3.14.0...HEAD +[next]: https://github.com/biolab/orange3/compare/3.16.0...HEAD +[3.16.0]: https://github.com/biolab/orange3/compare/3.15.0...3.16.0 +[3.15.0]: https://github.com/biolab/orange3/compare/3.14.0...3.15.0 [3.14.0]: https://github.com/biolab/orange3/compare/3.13.0...3.14.0 [3.13.0]: https://github.com/biolab/orange3/compare/3.12.0...3.13.0 [3.12.0]: https://github.com/biolab/orange3/compare/3.11.0...3.12.0 diff --git a/Orange/canvas/application/canvasmain.py b/Orange/canvas/application/canvasmain.py index d295c67bcd7..f521d248995 100644 --- a/Orange/canvas/application/canvasmain.py +++ b/Orange/canvas/application/canvasmain.py @@ -273,6 +273,12 @@ def touch(): self.dock_help = canvas_tool_dock.help self.dock_help.setMaximumHeight(150) self.dock_help.document().setDefaultStyleSheet("h3, a {color: orange;}") + default_help = "Select a widget to show its description." \ + "

" \ + "See workflow examples, " \ + "YouTube tutorials, " \ + "or open the welcome screen." + self.dock_help.setDefaultText(default_help) self.dock_help_action = canvas_tool_dock.toogleQuickHelpAction() self.dock_help_action.setText(self.tr("Show Help")) @@ -460,7 +466,7 @@ def setup_actions(self): ) self.tutorials_action = \ - QAction(self.tr("Tutorials"), self, + QAction(self.tr("YouTube Tutorials"), self, objectName="tutorials-action", toolTip=self.tr("View YouTube tutorials."), triggered=self.tutorials, @@ -468,7 +474,7 @@ def setup_actions(self): ) self.examples_action = \ - QAction(self.tr("Examples"), self, + QAction(self.tr("Workflow Examples"), self, objectName="tutorial-action", toolTip=self.tr("Browse example workflows."), triggered=self.tutorial_scheme, @@ -688,7 +694,7 @@ def setup_menu(self): window_groups = self.scheme_widget.findChild( QAction, "window-groups-action" ) - if isinstance(window_groups, QAction): + if window_groups is not None: self.view_menu.addAction(window_groups) self.view_menu.addSeparator() @@ -704,6 +710,12 @@ def setup_menu(self): self.view_menu.addSeparator() self.view_menu.addAction(self.toogle_margins_action) + raise_widgets_action = self.scheme_widget.findChild( + QAction, "bring-widgets-to-front-action" + ) + if raise_widgets_action is not None: + self.view_menu.addAction(raise_widgets_action) + self.view_menu.addAction(self.float_widgets_on_top_action) menu_bar.addMenu(self.view_menu) @@ -1099,6 +1111,9 @@ def load_scheme(self, filename): scheme_doc_widget.setPath(filename) self.add_recent_scheme(new_scheme.title, filename) + if not self.freeze_action.isChecked(): + # activate the default window group. + scheme_doc_widget.activateDefaultWindowGroup() def load_scheme_xml(self, xml): new_scheme = widgetsscheme.WidgetsScheme(parent=self) @@ -1316,6 +1331,7 @@ def save_scheme_to(self, scheme, filename): # existing scheme file if `scheme.save_to` raises an error. buffer = BytesIO() try: + scheme.set_runtime_env("basedir", dirname) scheme.save_to(buffer, pretty=True, pickle_fallback=True) except Exception: log.error("Error saving %r to %r", scheme, filename, exc_info=True) @@ -1331,7 +1347,6 @@ def save_scheme_to(self, scheme, filename): try: with open(filename, "wb") as f: f.write(buffer.getvalue()) - scheme.set_runtime_env("basedir", dirname) return True except (IOError, OSError) as ex: log.error("%s saving '%s'", type(ex).__name__, filename, @@ -1522,12 +1537,13 @@ def open_examples(): ) examples_action = \ - QAction(self.examples_action.text(), dialog, - icon=self.examples_action.icon(), - toolTip=self.examples_action.toolTip(), - whatsThis=self.examples_action.whatsThis(), - triggered=open_examples, + QAction(self.tr("Examples"), self, + icon=canvas_icons("Examples.svg"), + toolTip=self.tr("Browse example workflows."), + objectName="tutorial-action", + triggered=open_examples ) + tutorials_action = \ QAction(self.tr("Tutorials"), self, objectName="tutorials-action", @@ -1913,16 +1929,22 @@ def event(self, event): if url.scheme() == "help" and url.authority() == "search": try: url = self.help.search(url) + self.show_help(url) except KeyError: - url = None log.info("No help topic found for %r", url) - - if url: - self.show_help(url) - else: - message_information( - self.tr("There is no documentation for this widget yet."), - parent=self) + message_information( + self.tr("There is no documentation for this widget yet."), + parent=self) + elif url.scheme() == "orange": + target = url.host() + if target == "examples": + self.tutorial_scheme() + elif target == "tutorials": + self.tutorials() + elif target == "welcome": + self.welcome_dialog() + else: + log.error("No target found for %r", url) return True diff --git a/Orange/canvas/application/widgettoolbox.py b/Orange/canvas/application/widgettoolbox.py index f95ba2370b5..c181cfd7955 100644 --- a/Orange/canvas/application/widgettoolbox.py +++ b/Orange/canvas/application/widgettoolbox.py @@ -419,7 +419,7 @@ def __on_rowsInserted(self, parent, start, end): Items have been inserted in the model. """ # Only the top level items (categories) are handled here. - if not parent is not None: + if parent is None: root = self.__model.invisibleRootItem() for i in range(start, end + 1): item = root.child(i) @@ -430,6 +430,6 @@ def __on_rowsRemoved(self, parent, start, end): Rows have been removed from the model. """ # Only the top level items (categories) are handled here. - if not parent is not None: + if parent is None: for i in range(end, start - 1, -1): self.removeItem(i) diff --git a/Orange/canvas/canvas/items/annotationitem.py b/Orange/canvas/canvas/items/annotationitem.py index 61afb51556d..b3dbd289771 100644 --- a/Orange/canvas/canvas/items/annotationitem.py +++ b/Orange/canvas/canvas/items/annotationitem.py @@ -4,7 +4,6 @@ from xml.sax.saxutils import escape import docutils.core -import CommonMark from AnyQt.QtWidgets import ( QGraphicsItem, QGraphicsPathItem, QGraphicsWidget, QGraphicsTextItem, @@ -175,22 +174,6 @@ def render_html(content): return content -def render_markdown(content): - """ - Return a html fragment from markdown text content - - Parameters - ---------- - content : str - A markdown formatted text - - Returns - ------- - html : str - """ - return CommonMark.commonmark(content) - - def render_rst(content): """ Return a html fragment from a RST text content @@ -236,7 +219,6 @@ class TextAnnotation(Annotation): ContentRenderer = OrderedDict([ ("text/plain", render_plain), ("text/rst", render_rst), - ("text/markdown", render_markdown), ("text/html", render_html), ]) # type: Dict[str, Callable[[str], [str]]] diff --git a/Orange/canvas/document/commands.py b/Orange/canvas/document/commands.py index 113cb56f3a8..a686ddb4484 100644 --- a/Orange/canvas/document/commands.py +++ b/Orange/canvas/document/commands.py @@ -69,6 +69,27 @@ def undo(self): self.scheme.add_link(self.link) +class InsertNodeCommand(QUndoCommand): + def __init__(self, scheme, new_node, old_link, new_links, parent=None): + QUndoCommand.__init__(self, "Insert widget into link", parent) + self.scheme = scheme + self.inserted_widget = new_node + self.original_link = old_link + self.new_links = new_links + + def redo(self): + self.scheme.add_node(self.inserted_widget) + self.scheme.remove_link(self.original_link) + self.scheme.add_link(self.new_links[0]) + self.scheme.add_link(self.new_links[1]) + + def undo(self): + self.scheme.remove_link(self.new_links[0]) + self.scheme.remove_link(self.new_links[1]) + self.scheme.add_link(self.original_link) + self.scheme.remove_node(self.inserted_widget) + + class AddAnnotationCommand(QUndoCommand): def __init__(self, scheme, annotation, parent=None): QUndoCommand.__init__(self, "Add annotation", parent) diff --git a/Orange/canvas/document/interactions.py b/Orange/canvas/document/interactions.py index f6db8ccdb5c..25d9faa8208 100644 --- a/Orange/canvas/document/interactions.py +++ b/Orange/canvas/document/interactions.py @@ -80,6 +80,7 @@ def __init__(self, document, parent=None, deleteOnEnd=True): self.document = document self.scene = document.scene() self.scheme = document.scheme() + self.suggestions = document.suggestions() self.deleteOnEnd = deleteOnEnd self.cancelOnEsc = False @@ -428,6 +429,7 @@ def mouseReleaseEvent(self, event): else: source_node = node sink_node = self.scene.node_for_item(self.sink_item) + self.suggestions.set_direction(self.direction) self.connect_nodes(source_node, sink_node) if not self.isCanceled() or not self.isFinished() and \ @@ -458,6 +460,15 @@ def is_compatible(source, sink): if self.direction == self.FROM_SINK: # Reverse the argument order. is_compatible = reversed_arguments(is_compatible) + suggestion_sort = self.suggestions.get_source_suggestions(from_desc.name) + else: + suggestion_sort = self.suggestions.get_sink_suggestions(from_desc.name) + + def sort(left, right): + # list stores frequencies, so sign is flipped + return suggestion_sort[left] > suggestion_sort[right] + + menu.setSortingFunc(sort) def filter(index): desc = index.data(QtWidgetRegistry.WIDGET_DESC_ROLE) @@ -776,6 +787,15 @@ def create_new(self, pos, search_text=""): menu = self.document.quickMenu() menu.setFilterFunc(None) + # compares probability of the user needing the widget as a source + def defaultSort(left, right): + default_suggestions = self.suggestions.get_default_suggestions() + left_frequency = sum(default_suggestions[left].values()) + right_frequency = sum(default_suggestions[right].values()) + return left_frequency > right_frequency + + menu.setSortingFunc(defaultSort) + action = menu.exec_(pos, search_text) if action: item = action.property("item") diff --git a/Orange/canvas/document/quickmenu.py b/Orange/canvas/document/quickmenu.py index 6f2b06e8c00..7c644c85618 100644 --- a/Orange/canvas/document/quickmenu.py +++ b/Orange/canvas/document/quickmenu.py @@ -279,6 +279,11 @@ def setFilterRegExp(self, pattern): """ filter_proxy = self.view().model() filter_proxy.setFilterRegExp(pattern) + + # re-sorts to make sure items that match by title are on top + filter_proxy.invalidate() + filter_proxy.sort(0) + self.ensureCurrent() def setFilterWildCard(self, pattern): @@ -296,17 +301,25 @@ def setFilterFunc(self, func): filter_proxy = self.view().model() filter_proxy.setFilterFunc(func) + def setSortingFunc(self, func): + """ + Set a sorting function. + """ + filter_proxy = self.view().model() + filter_proxy.setSortingFunc(func) + class SortFilterProxyModel(QSortFilterProxyModel): """ - An filter proxy model used to filter items based on a filtering - function. + An filter proxy model used to sort and filter items based on + a sort and filtering function. """ def __init__(self, parent=None): QSortFilterProxyModel.__init__(self, parent) self.__filterFunc = None + self.__sortingFunc = None def setFilterFunc(self, func): """ @@ -323,7 +336,20 @@ def filterFunc(self): return self.__filterFunc def filterAcceptsRow(self, row, parent=QModelIndex()): - accepted = QSortFilterProxyModel.filterAcceptsRow(self, row, parent) + flat_model = self.sourceModel() + index = flat_model.index(row, self.filterKeyColumn(), parent) + description = flat_model.data(index, role=QtWidgetRegistry.WIDGET_DESC_ROLE) + name = description.name + keywords = description.keywords + + # match name and keywords + accepted = False + for keyword in [name] + keywords: + if self.filterRegExp().indexIn(keyword) > -1: + accepted = True + break + + # if matches query, apply filter function (compatibility with paired widget) if accepted and self.__filterFunc is not None: model = self.sourceModel() index = model.index(row, self.filterKeyColumn(), parent) @@ -331,6 +357,32 @@ def filterAcceptsRow(self, row, parent=QModelIndex()): else: return accepted + def setSortingFunc(self, func): + self.__sortingFunc = func + self.invalidate() + self.sort(0) + + def sortingFunc(self): + return self.__sortingFunc + + def lessThan(self, left, right): + if self.__sortingFunc is None: + return QSortFilterProxyModel.lessThan(self, left, right) + model = self.sourceModel() + left_data = model.data(left) + right_data = model.data(right) + + flat_model = self.sourceModel() + left_description = flat_model.data(left, role=QtWidgetRegistry.WIDGET_DESC_ROLE) + right_description = flat_model.data(right, role=QtWidgetRegistry.WIDGET_DESC_ROLE) + + left_matches_title = self.filterRegExp().indexIn(left_description.name) > -1 + right_matches_title = self.filterRegExp().indexIn(right_description.name) > -1 + + if left_matches_title != right_matches_title: + return left_matches_title + return self.__sortingFunc(left_data, right_data) + class SearchWidget(LineEdit): def __init__(self, parent=None, **kwargs): @@ -851,6 +903,7 @@ def __init__(self, parent=None, **kwargs): self.setWindowFlags(Qt.Popup) self.__filterFunc = None + self.__sortingFunc = None self.__setupUi() @@ -1014,6 +1067,16 @@ def setModel(self, model): self.__model = model self.__suggestPage.setModel(model) + def setSortingFunc(self, func): + """ + Set a sorting function in the suggest (search) menu. + """ + if self.__sortingFunc != func: + self.__sortingFunc = func + for i in range(0, self.__pages.count()): + if isinstance(self.__pages.page(i), SuggestMenuPage): + self.__pages.page(i).setSortingFunc(func) + def setFilterFunc(self, func): """ Set a filter function. @@ -1144,6 +1207,14 @@ def __on_textEdited(self, text): patt.setCaseSensitivity(False) self.__suggestPage.setFilterRegExp(patt) self.__pages.setCurrentPage(self.__suggestPage) + self.__selectFirstIndex() + + def __selectFirstIndex(self): + view = self.__pages.currentPage().view() + model = view.model() + + index = model.index(0, 0) + view.setCurrentIndex(index) def triggerSearch(self): """ diff --git a/Orange/canvas/document/schemeedit.py b/Orange/canvas/document/schemeedit.py index 7efdf568cf3..66fddef0b9d 100644 --- a/Orange/canvas/document/schemeedit.py +++ b/Orange/canvas/document/schemeedit.py @@ -6,7 +6,6 @@ """ -import sys import logging import itertools import unicodedata @@ -21,7 +20,7 @@ QWidget, QVBoxLayout, QInputDialog, QMenu, QAction, QActionGroup, QUndoStack, QUndoCommand, QGraphicsItem, QGraphicsObject, QGraphicsTextItem, QFormLayout, QComboBox, QDialog, QDialogButtonBox, - QMessageBox + QMessageBox, QCheckBox ) from AnyQt.QtGui import ( QKeySequence, QCursor, QFont, QPainter, QPixmap, QColor, QIcon, @@ -29,16 +28,18 @@ ) from AnyQt.QtCore import ( - Qt, QObject, QEvent, QSignalMapper, QRectF, QCoreApplication -) + Qt, QObject, QEvent, QSignalMapper, QRectF, QCoreApplication, + QPoint) from AnyQt.QtCore import pyqtProperty as Property, pyqtSignal as Signal -from ..registry.qt import whats_this_helper +from Orange.canvas.registry import WidgetDescription +from .suggestions import Suggestions +from ..registry.qt import whats_this_helper, QtWidgetRegistry from ..gui.quickhelp import QuickHelpTipEvent from ..gui.utils import message_information, disabled from ..scheme import ( - scheme, signalmanager, SchemeNode, SchemeLink, BaseSchemeAnnotation + scheme, signalmanager, Scheme, SchemeNode, SchemeLink, BaseSchemeAnnotation ) from ..scheme import widgetsscheme from ..canvas.scene import CanvasScene @@ -130,6 +131,7 @@ def __init__(self, parent=None, ): self.__possibleMouseItemsMove = False self.__itemsMoving = {} self.__contextMenuTarget = None + self.__dropTarget = None self.__quickMenu = None self.__quickTip = "" @@ -170,9 +172,13 @@ def __init__(self, parent=None, ): self.__linkMenu = QMenu(self.tr("Link"), self) self.__linkMenu.addAction(self.__linkEnableAction) self.__linkMenu.addSeparator() + self.__linkMenu.addAction(self.__nodeInsertAction) + self.__linkMenu.addSeparator() self.__linkMenu.addAction(self.__linkRemoveAction) self.__linkMenu.addAction(self.__linkResetAction) + self.__suggestions = Suggestions() + def __setupActions(self): self.__cleanUpAction = \ QAction(self.tr("Clean Up"), self, @@ -325,6 +331,13 @@ def color_icon(color): toolTip=self.tr("Remove link."), ) + self.__nodeInsertAction = \ + QAction(self.tr("Insert Widget"), self, + objectName="node-insert-action", + triggered=self.__nodeInsert, + toolTip=self.tr("Insert widget."), + ) + self.__linkResetAction = \ QAction(self.tr("Reset Signals"), self, objectName="link-reset-action", @@ -343,6 +356,7 @@ def color_icon(color): self.__newArrowAnnotationAction, self.__linkEnableAction, self.__linkRemoveAction, + self.__nodeInsertAction, self.__linkResetAction, self.__duplicateSelectedAction]) @@ -388,6 +402,17 @@ def color_icon(color): groups_menu.addAction(self.__clearWindowGroupsAction) self.__windowGroupsAction.setMenu(groups_menu) + # the counterpart to Control + Key_Up to raise the containing workflow + # view (maybe move that shortcut here) + self.__raiseWidgetsAction = QAction( + self.tr("Bring Widgets to Front"), self, + objectName="bring-widgets-to-front-action", + shortcut=QKeySequence(Qt.ControlModifier + Qt.Key_Down), + shortcutContext=Qt.WindowShortcut, + ) + self.__raiseWidgetsAction.triggered.connect(self.__raiseToFont) + self.addAction(self.__raiseWidgetsAction) + def __setupUi(self): layout = QVBoxLayout() layout.setContentsMargins(0, 0, 0, 0) @@ -640,6 +665,7 @@ def setScheme(self, scheme): self.__signalManagerStateChanged) self.__scheme = scheme + self.__suggestions.set_scheme(self) self.setPath("") @@ -680,16 +706,15 @@ def setScheme(self, scheme): a.deleteLater() if scheme: - presets = scheme.property("_presets") or [] + presets = scheme.window_group_presets() sep = menu.findChild(QAction, "groups-separator") - assert isinstance(sep, QAction) - for name, state in presets: - a = QAction(name, menu) + for g in presets: + a = QAction(g.name, menu) a.setShortcut( QKeySequence("Meta+P, Ctrl+{}" .format(len(group.actions()) + 1)) ) - a.setData(state) + a.setData(g) group.addAction(a) menu.insertAction(sep, a) @@ -728,6 +753,12 @@ def view(self): """ return self.__view + def suggestions(self): + """ + Return the widget suggestion prediction class. + """ + return self.__suggestions + def setRegistry(self, registry): # Is this method necessary? # It should be removed when the scene (items) is fixed @@ -857,6 +888,36 @@ def removeLink(self, link): command = commands.RemoveLinkCommand(self.__scheme, link) self.__undoStack.push(command) + def insertNode(self, new_node, old_link): + """ + Insert a node in-between two linked nodes. + """ + source_node = old_link.source_node + sink_node = old_link.sink_node + + possible_links = (self.scheme().propose_links(source_node, new_node), + self.scheme().propose_links(new_node, sink_node)) + + first_link_sink_channel = [l[1] for l in possible_links[0] + if l[0] == old_link.source_channel][0] + second_link_source_channel = [l[0] for l in possible_links[1] + if l[1] == old_link.sink_channel][0] + + new_links = ( + SchemeLink(source_node, old_link.source_channel, + new_node, first_link_sink_channel), + SchemeLink(new_node, second_link_source_channel, + sink_node, old_link.sink_channel)) + + command = commands.InsertNodeCommand(self.__scheme, new_node, old_link, new_links) + self.__undoStack.push(command) + + def onNewLink(self, func): + """ + Runs function when new link is added to current scheme. + """ + self.__scheme.link_added.connect(func) + def addAnnotation(self, annotation): """ Add `annotation` (:class:`.BaseSchemeAnnotation`) to the scheme @@ -1015,30 +1076,56 @@ def changeEvent(self, event): def eventFilter(self, obj, event): # Filter the scene's drag/drop events. + MIME_TYPE = "application/vnv.orange-canvas.registry.qualified-name" if obj is self.scene(): etype = event.type() if etype == QEvent.GraphicsSceneDragEnter or \ etype == QEvent.GraphicsSceneDragMove: mime_data = event.mimeData() - if mime_data.hasFormat( - "application/vnv.orange-canvas.registry.qualified-name" - ): + drop_target = None + if mime_data.hasFormat(MIME_TYPE): + qname = bytes(mime_data.data(MIME_TYPE)).decode("ascii") + try: + desc = self.__registry.widget(qname) + except KeyError: + pass + else: + item = self.__scene.item_at(event.scenePos(), items.LinkItem) + link = self.scene().link_for_item(item) if item else None + if link is not None and can_insert_node(desc, link): + drop_target = item + drop_target.setHoverState(True) event.acceptProposedAction() else: event.ignore() + + if self.__dropTarget is not None and \ + self.__dropTarget is not drop_target: + self.__dropTarget.setHoverState(False) + # self.__dropTarget = None + + self.__dropTarget = drop_target return True + elif etype == QEvent.GraphicsSceneDragLeave: + if self.__dropTarget is not None: + self.__dropTarget.setHoverState(False) + self.__dropTarget = None elif etype == QEvent.GraphicsSceneDrop: data = event.mimeData() - qname = data.data( - "application/vnv.orange-canvas.registry.qualified-name" - ) + qname = data.data(MIME_TYPE) try: desc = self.__registry.widget(bytes(qname).decode()) except KeyError: log.error("Unknown qualified name '%s'", qname) else: pos = event.scenePos() - self.createNewNode(desc, position=(pos.x(), pos.y())) + item = self.__scene.item_at(event.scenePos(), items.LinkItem) + link = self.scene().link_for_item(item) if item else None + if link and can_insert_node(desc, link): + node = self.newNodeHelper(desc, position=(pos.x(), pos.y())) + self.insertNode(node, link) + else: + self.createNewNode(desc, position=(pos.x(), pos.y())) return True elif etype == QEvent.GraphicsSceneMousePress: @@ -1093,7 +1180,7 @@ def sceneMousePressEvent(self, event): # just yet (instead wait for the mouse move event). handler = interactions.RectangleSelectionAction(self) rval = handler.mousePressEvent(event) - if rval == True: + if rval is True: self.__possibleSelectionHandler = handler return rval @@ -1578,6 +1665,50 @@ def __linkReset(self): ) action.edit_links() + def __nodeInsert(self): + """ + Node insert was requested from the context menu. + """ + if not self.__contextMenuTarget: + return + + original_link = self.__contextMenuTarget + source_node = original_link.source_node + sink_node = original_link.sink_node + + def filterFunc(index): + desc = index.data(QtWidgetRegistry.WIDGET_DESC_ROLE) + if isinstance(desc, WidgetDescription): + return can_insert_node(desc, original_link) + else: + return False + + x = (source_node.position[0] + sink_node.position[0]) / 2 + y = (source_node.position[1] + sink_node.position[1]) / 2 + + menu = self.quickMenu() + menu.setFilterFunc(filterFunc) + menu.setSortingFunc(None) + + view = self.view() + try: + action = menu.exec_(view.mapToGlobal(view.mapFromScene(QPoint(x, y)))) + finally: + menu.setFilterFunc(None) + + if action: + item = action.property("item") + desc = item.data(QtWidgetRegistry.WIDGET_DESC_ROLE) + else: + return + + if can_insert_node(desc, original_link): + new_node = self.newNodeHelper(desc, position=(x, y)) + self.insertNode(new_node, original_link) + else: + log.info("Cannot insert node: links not possible.") + + def __duplicateSelected(self): """ Duplicate currently selected nodes. @@ -1695,59 +1826,62 @@ def __signalManagerStateChanged(self, state): def __saveWindowGroup(self): # Run a 'Save Window Group' dialog workflow = self.__scheme # type: widgetsscheme.WidgetsScheme - state = [] - for node in workflow.nodes: # type: SchemeNode - w = workflow.widget_for_node(node) - if w.isVisible(): - data = workflow.save_widget_geometry_for_node(node) - state.append((node, data)) - - presets = workflow.property("_presets") or [] - items = [name for name, _ in presets] - + state = workflow.widget_manager.save_window_state() + presets = workflow.window_group_presets() + items = [g.name for g in presets] + default = [i for i, g in enumerate(presets) if g.default] dlg = SaveWindowGroup( self, windowTitle="Save Group as...") dlg.setWindowModality(Qt.ApplicationModal) dlg.setItems(items) + if default: + dlg.setDefaultIndex(default[0]) menu = self.__windowGroupsAction.menu() # type: QMenu group = self.__windowGroupsActionGroup def store_group(): text = dlg.selectedText() + default = dlg.isDefaultChecked() actions = group.actions() # type: List[QAction] try: idx = items.index(text) except ValueError: idx = -1 - newpresets = list(presets) + newpresets = [copy.copy(g) for g in presets] # shallow copy + newpreset = Scheme.WindowGroup(text, default, state) if idx == -1: # new group slot - newpresets.append((text, state)) + newpresets.append(newpreset) action = QAction(text, menu) action.setShortcut( QKeySequence("Meta+P, Ctrl+{}".format(len(newpresets))) ) - oldstate = None + oldpreset = None else: - newpresets[idx] = (text, state) + newpresets[idx] = newpreset + action = actions[idx] # store old state for undo - _, oldstate = presets[idx] + oldpreset = presets[idx] + if newpreset.default: + idx_ = idx if idx >= 0 else len(newpresets) - 1 + for g in newpresets[:idx_] + newpresets[idx_ + 1:]: + g.default = False sep = menu.findChild(QAction, "groups-separator") assert isinstance(sep, QAction) and sep.isSeparator() def redo(): - action.setData(state) - workflow.setProperty("_presets", newpresets) + action.setData(newpreset) + workflow.set_window_group_presets(newpresets) if idx == -1: group.addAction(action) menu.insertAction(sep, action) def undo(): - action.setData(oldstate) - workflow.setProperty("_presets", presets) + action.setData(oldpreset) + workflow.set_window_group_presets(presets) if idx == -1: group.removeAction(action) menu.removeAction(action) @@ -1764,34 +1898,27 @@ def undo(): def __activateWindowGroup(self, action): # type: (QAction) -> None - state = action.data() + data = action.data() # type: Scheme.WindowGroup workflow = self.__scheme if not isinstance(workflow, widgetsscheme.WidgetsScheme): return - - state = {node: geom for node, geom in state} - for node in workflow.nodes: - w = workflow.widget_for_node(node) # type: QWidget - w.setVisible(node in state) - if node in state: - workflow.restore_widget_geometry_for_node(node, state[node]) - w.raise_() + workflow.widget_manager.activate_window_group(data) def __clearWindowGroups(self): - workflow = self.__scheme - presets = workflow.property("_presets") or [] + workflow = self.__scheme # type: Scheme + presets = workflow.window_group_presets() menu = self.__windowGroupsAction.menu() # type: QMenu group = self.__windowGroupsActionGroup actions = group.actions() def redo(): - workflow.setProperty("_presets", []) + workflow.set_window_group_presets([]) for action in reversed(actions): group.removeAction(action) menu.removeAction(action) def undo(): - workflow.setProperty("_presets", presets) + workflow.set_window_group_presets(presets) sep = menu.findChild(QAction, "groups-separator") for action in actions: group.addAction(action) @@ -1801,6 +1928,27 @@ def undo(): commands.SimpleUndoCommand(redo, undo, "Delete All Window Groups") ) + def __raiseToFont(self): + # Raise current visible widgets to front + wf = self.__scheme + if wf is not None: + wf.widget_manager.raise_widgets_to_front() + + def activateDefaultWindowGroup(self): + # type: () -> bool + """ + Activate the default window group if one exists. + + Return `True` if a default group exists and was activated; `False` if + not. + """ + for action in self.__windowGroupsActionGroup.actions(): + g = action.data() + if g.default: + action.trigger() + return True + return False + class SaveWindowGroup(QDialog): """ @@ -1820,10 +1968,16 @@ def __init__(self, *args, **kwargs): sizeAdjustPolicy=QComboBox.AdjustToMinimumContentsLength, insertPolicy=QComboBox.NoInsert, ) + cb.currentIndexChanged.connect(self.__currentIndexChanged) # default text if no items are present cb.setEditText(self.tr("Window Group 1")) cb.lineEdit().selectAll() form.addRow(self.tr("Save As:"), cb) + self._checkbox = check = QCheckBox( + self.tr("Use as default"), + toolTip="Automatically use this preset when opening the workflow." + ) + form.setWidget(1, QFormLayout.FieldRole, check) bb = QDialogButtonBox( standardButtons=QDialogButtonBox.Ok | QDialogButtonBox.Cancel) bb.accepted.connect(self.__accept_check) @@ -1837,6 +1991,12 @@ def __init__(self, *args, **kwargs): ) cb.setFocus(Qt.NoFocusReason) + def __currentIndexChanged(self, idx): + state = self._combobox.itemData(idx, Qt.UserRole + 1) + if not isinstance(state, bool): + state = False + self._checkbox.setChecked(state) + def __accept_check(self): cb = self._combobox text = cb.currentText() @@ -1869,11 +2029,21 @@ def setItems(self, items): if items: self._combobox.setCurrentIndex(len(items) - 1) + def setDefaultIndex(self, idx): + # type: (int) -> None + self._combobox.setItemData(idx, True, Qt.UserRole + 1) + self._checkbox.setChecked(self._combobox.currentIndex() == idx) + def selectedText(self): # type: () -> str """Return the current entered text.""" return self._combobox.currentText() + def isDefaultChecked(self): + # type: () -> bool + """Return the state of the 'Use as default' check box.""" + return self._checkbox.isChecked() + def geometry_from_annotation_item(item): if isinstance(item, items.ArrowAnnotation): @@ -1920,6 +2090,13 @@ def node_properties(scheme): return [dict(node.properties) for node in scheme.nodes] +def can_insert_node(new_node_desc, original_link): + return any(scheme.compatible_channels(original_link.source_channel, input) + for input in new_node_desc.inputs) and \ + any(scheme.compatible_channels(output, original_link.sink_channel) + for output in new_node_desc.outputs) + + def uniquify(item, names, pattern="{item}-{_}", start=0): candidates = (pattern.format(item=item, _=i) for i in itertools.count(start)) diff --git a/Orange/canvas/document/suggestions.py b/Orange/canvas/document/suggestions.py new file mode 100644 index 00000000000..fce850e9142 --- /dev/null +++ b/Orange/canvas/document/suggestions.py @@ -0,0 +1,115 @@ +import os +import pickle +from collections import defaultdict +import logging + +from Orange.canvas import config +from .interactions import NewLinkAction + +log = logging.getLogger(__name__) + + +class Suggestions: + """ + Handles sorting of quick menu items when dragging a link from a widget onto empty canvas. + """ + class __Suggestions: + def __init__(self): + self.__frequencies_path = os.path.join(config.data_dir(), "widget-use-frequency.pickle") + self.__import_factor = 0.8 # upon starting Orange, imported frequencies are reduced + + self.__scheme = None + self.__direction = None + self.link_frequencies = defaultdict(int) + self.source_probability = defaultdict(lambda: defaultdict(float)) + self.sink_probability = defaultdict(lambda: defaultdict(float)) + + if not self.load_link_frequency(): + self.default_link_frequency() + + def load_link_frequency(self): + if not os.path.isfile(self.__frequencies_path): + return False + + try: + with open(self.__frequencies_path, "rb") as f: + imported_freq = pickle.load(f) + except OSError: + log.warning("Failed to open widget link frequencies.") + return False + + for k, v in imported_freq.items(): + imported_freq[k] = self.__import_factor * v + + self.link_frequencies = imported_freq + self.overwrite_probabilities_with_frequencies() + return True + + def default_link_frequency(self): + self.link_frequencies[("File", "Data Table", NewLinkAction.FROM_SOURCE)] = 3 + self.overwrite_probabilities_with_frequencies() + + def overwrite_probabilities_with_frequencies(self): + for link, count in self.link_frequencies.items(): + self.increment_probability(link[0], link[1], link[2], count) + + def new_link(self, link): + # direction is none when a widget was not added+linked via quick menu + if self.__direction is None: + return + + source_id = link.source_node.description.name + sink_id = link.sink_node.description.name + + link_key = (source_id, sink_id, self.__direction) + self.link_frequencies[link_key] += 1 + + self.increment_probability(source_id, sink_id, self.__direction, 1) + self.write_link_frequency() + + self.__direction = None + + def increment_probability(self, source_id, sink_id, direction, factor): + if direction == NewLinkAction.FROM_SOURCE: + self.source_probability[source_id][sink_id] += factor + self.sink_probability[sink_id][source_id] += factor * 0.5 + else: # FROM_SINK + self.source_probability[source_id][sink_id] += factor * 0.5 + self.sink_probability[sink_id][source_id] += factor + + def write_link_frequency(self): + try: + with open(self.__frequencies_path, "wb") as f: + pickle.dump(self.link_frequencies, f) + except OSError: + log.warning("Failed to write widget link frequencies.") + return + + def set_direction(self, direction): + """ + When opening quick menu, before the widget is created, set the direction + of creation (FROM_SINK, FROM_SOURCE). + """ + self.__direction = direction + + def set_scheme(self, scheme): + self.__scheme = scheme + scheme.onNewLink(self.new_link) + + def get_sink_suggestions(self, source_id): + return self.source_probability[source_id] + + def get_source_suggestions(self, sink_id): + return self.sink_probability[sink_id] + + def get_default_suggestions(self): + return self.source_probability + + instance = None + + def __init__(self): + if not Suggestions.instance: + Suggestions.instance = Suggestions.__Suggestions() + + def __getattr__(self, name): + return getattr(self.instance, name) diff --git a/Orange/canvas/gui/quickhelp.py b/Orange/canvas/gui/quickhelp.py index c9b7a6106a4..3998b017df9 100644 --- a/Orange/canvas/gui/quickhelp.py +++ b/Orange/canvas/gui/quickhelp.py @@ -19,6 +19,7 @@ def __init__(self, *args, **kwargs): self.__text = "" self.__permanentText = "" + self.__defaultText = "" self.__timer = QTimer(self, timeout=self.__on_timeout, singleShot=True) @@ -57,6 +58,17 @@ def showPermanentHelp(self, text): self.__update() self.textChanged.emit() + def setDefaultText(self, text): + """ + Set default help text. The text is overriden by normal and permanent help messages, + but is show again after such messages are cleared. + + """ + if self.__defaultText != text: + self.__defaultText = text + self.__update() + self.textChanged.emit() + def currentText(self): """ Return the current shown text. @@ -66,8 +78,10 @@ def currentText(self): def __update(self): if self.__text: self.setHtml(self.__text) - else: + elif self.__permanentText: self.setHtml(self.__permanentText) + else: + self.setHtml(self.__defaultText) def __on_timeout(self): if self.__text: diff --git a/Orange/canvas/help/provider.py b/Orange/canvas/help/provider.py index 9b49dfb170b..4337640c6f2 100644 --- a/Orange/canvas/help/provider.py +++ b/Orange/canvas/help/provider.py @@ -61,6 +61,15 @@ def _fetch_inventory(self, url): manager.setCache(cache) req = QNetworkRequest(url) + # Follow redirects (for example http -> https) + # If redirects were not followed, the documentation would not be found + try: + 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wo5aDo6jz_?bpx zKNV5qQt@q+`8nR~qqt0%($29$AMmS`e#)<9KF2!2TyFTN0`(*PkPHu>oL|-JQ6iYb I)%C&ue+1Npv;Y7A diff --git a/Orange/canvas/scheme/readwrite.py b/Orange/canvas/scheme/readwrite.py index 7dd96a24a01..54e69acd43b 100644 --- a/Orange/canvas/scheme/readwrite.py +++ b/Orange/canvas/scheme/readwrite.py @@ -466,10 +466,17 @@ def parse_scheme_v_1_0(etree, scheme, error_handler, widget_registry=None, ("color", str), ]) +_window_group = NamedTuple( + "_window_group", [ + ("name", str), + ("default", bool), + ("state", List[Tuple[str, bytes]]) + ] +) _session_data = NamedTuple( "_session_data", [ - ("groups", List[Tuple[str, List[Tuple[str, bytes]]]]) + ("groups", List[_window_group]) ] ) @@ -554,6 +561,7 @@ def parse_ows_etree_v_2_0(tree): window_presets = [] for window_group in tree.findall("session_state/window_groups/group"): name = window_group.get("name") # type: str + default = window_group.get("default", "false") == "true" state = [] for state_ in window_group.findall("window_state"): node_id = state_.get("node_id") # type: str @@ -564,7 +572,8 @@ def parse_ows_etree_v_2_0(tree): except UnicodeDecodeError: data = b'' state.append((node_id, data)) - window_presets.append((name, state)) + + window_presets.append(_window_group(name, default, state)) session_state = _session_data(window_presets) @@ -817,13 +826,14 @@ def error_handler(exc): scheme.add_annotation(annot) if desc.session_state.groups: - # resolve node_id -> node groups = [] - for name, state in desc.session_state.groups: + for g in desc.session_state.groups: # type: _window_group + # resolve node_id -> node state = [(nodes_by_id[node_id], data) - for node_id, data in state if node_id in nodes_by_id] - groups.append((name, state)) - scheme.setProperty("_presets", groups) + for node_id, data in g.state if node_id in nodes_by_id] + + groups.append(Scheme.WindowGroup(g.name, g.default, state)) + scheme.set_window_group_presets(groups) return scheme @@ -940,9 +950,11 @@ def scheme_to_etree(scheme, data_format="literal", pickle_fallback=False): builder.start("session_state", {}) builder.start("window_groups", {}) - for name, state in scheme.property("_presets") or []: - builder.start("group", {"name": name}) - for node, data in state: + for g in scheme.window_group_presets(): + builder.start( + "group", {"name": g.name, "default": str(g.default).lower()} + ) + for node, data in g.state: if node not in node_ids: continue builder.start("window_state", {"node_id": str(node_ids[node])}) @@ -1105,3 +1117,5 @@ def check(obj): literal_loads = literal_eval + +from .scheme import Scheme # pylint: disable=all diff --git a/Orange/canvas/scheme/scheme.py b/Orange/canvas/scheme/scheme.py index efec4db0c34..f8fbedd957b 100644 --- a/Orange/canvas/scheme/scheme.py +++ b/Orange/canvas/scheme/scheme.py @@ -10,6 +10,8 @@ from operator import itemgetter from collections import deque +from typing import List, Tuple + import logging from AnyQt.QtCore import QObject @@ -26,8 +28,6 @@ DuplicatedLinkError ) -from . import readwrite - from ..registry import WidgetDescription, InputSignal, OutputSignal log = logging.getLogger(__name__) @@ -676,3 +676,27 @@ def runtime_env(self): def dump_settings(self, node: SchemeNode): """Dump current settings of the `node` to the standard output""" print(node.properties) + + class WindowGroup(types.SimpleNamespace): + name = ... # type: str + default = ... # type: bool + state = ... # type: List[Tuple[SchemeNode, bytes]] + + def __init__(self, name="", default=False, state=[]): + super().__init__(name=name, default=default, state=state) + + def window_group_presets(self): + # type: () -> List[Scheme.WindowGroup] + """ + Return a collection of preset window groups and their encoded states. + + The base implementation returns an empty list. + """ + return self.property("_presets") or [] + + def set_window_group_presets(self, groups): + # type: (List[Scheme.WindowGroup]) -> None + self.setProperty("_presets", groups) + + +from . import readwrite diff --git a/Orange/canvas/scheme/widgetsscheme.py b/Orange/canvas/scheme/widgetsscheme.py index c3b50a792ac..4bde61ff58d 100644 --- a/Orange/canvas/scheme/widgetsscheme.py +++ b/Orange/canvas/scheme/widgetsscheme.py @@ -20,9 +20,10 @@ import logging import traceback import enum +import itertools from collections import namedtuple, deque from urllib.parse import urlencode - +from typing import List, Tuple, Union import sip from AnyQt.QtWidgets import QWidget, QShortcut, QLabel, QSizePolicy, QAction @@ -195,6 +196,20 @@ def close(self): QCoreApplication.sendEvent(self, QEvent(QEvent.Close)) +class ActivationMonitor(QObject): + """ + An event filter for monitoring QWidgets for `WindowActivation` events. + """ + #: Signal emitted with the `QWidget` instance that was activated. + activated = Signal(QWidget) + + def eventFilter(self, obj, event): + # type: (QObject, QEvent) -> bool + if event.type() == QEvent.WindowActivate: + self.activated.emit(obj) + return False + + class WidgetManager(QObject): """ OWWidget instance manager class. @@ -284,6 +299,10 @@ def __init__(self, parent=None): # Widgets float above other windows self.__float_widgets_on_top = False + self.__activation_monitor = ActivationMonitor(self) + self.__activation_counter = itertools.count() + self.__activation_monitor.activated.connect(self.__mark_activated) + def set_scheme(self, scheme): """ Set the :class:`WidgetsScheme` instance to manage. @@ -432,6 +451,7 @@ def __materialize(self, state): state = WidgetManager.Materialized(node, widget) self.__initstate_for_node[node] = state + widget.installEventFilter(self.__activation_monitor) self.widget_for_node_added.emit(node, widget) return state @@ -455,6 +475,7 @@ def remove_widget_for_node(self, node): del self.__node_for_widget[state.widget] node.title_changed.disconnect(state.widget.setCaption) state.widget.progressBarValueChanged.disconnect(node.set_progress) + state.widget.removeEventFilter(self.__activation_monitor) del state.widget._Report__report_view self.widget_for_node_removed.emit(node, state.widget) self._delete_widget(state.widget) @@ -664,6 +685,89 @@ def set_float_widgets_on_top(self, float_on_top): for widget in self.__widget_for_node.values(): self.__set_float_on_top_flag(widget) + def save_window_state(self): + # type: () -> List[Tuple[SchemeNode, bytes]] + """ + Save current open window arrangement. + """ + workflow = self.__scheme # type: WidgetsScheme + state = [] + for node in workflow.nodes: # type: SchemeNode + w = self.__widget_for_node.get(node, None) + if w is None: + continue + stackorder = w.property("__activation_order") or -1 + if w.isVisible(): + data = workflow.save_widget_geometry_for_node(node) + state.append((stackorder, node, data)) + + state = [(node, data) + for _, node, data in sorted(state, key=lambda t: t[0])] + return state + + def restore_window_state(self, state): + # type: (List[Tuple[SchemeNode, bytes]]) -> None + """ + Restore the window state. + """ + workflow = self.__scheme # type: WidgetsScheme + visible = {node for node, _ in state} + # first hide all other widgets + for node in workflow.nodes: + if node not in visible: + # avoid creating widgets if not needed + w = self.__widget_for_node.get(node, None) + if w is not None: + w.hide() + allnodes = set(workflow.nodes) + # restore state for visible group; windows are stacked as they appear + # in the state list. + w = None + for node, state in filter(lambda t: t[0] in allnodes, state): + w = self.widget_for_node(node) # also create it if needed + w.show() + w.restoreGeometryAndLayoutState(QByteArray(state)) + w.raise_() + self.__mark_activated(w) + + # activate (give focus to) the last window + if w is not None: + w.activateWindow() + + def activate_window_group(self, group): + # type: (Scheme.WindowGroup) -> None + self.restore_window_state(group.state) + + def raise_widgets_to_front(self): + """ + Raise all current visible widgets to the front. + + The widgets will be stacked by activation order. + """ + workflow = self.__scheme # type: WidgetsScheme + if workflow is None: + return + + widgets = filter( + lambda w: w.isVisible() if w is not None else False, + map(self.__widget_for_node.get, workflow.nodes)) + widgets = sorted( + widgets, key=lambda _: _.property("__activation_order") or 0, + ) + widgets = list(widgets) + w = None + for w in widgets: + w.raise_() + if w is not None: + # give focus to the top window + w.activateWindow() + + def __mark_activated(self, widget): + # type: (QWidget) -> None + # Update tracked stacking order for `widget` + widget.setProperty("__activation_order", + next(self.__activation_counter)) + def __create_delayed(self): if self.__init_queue: state = self.__init_queue.popleft() diff --git a/Orange/clustering/kmeans.py b/Orange/clustering/kmeans.py index 7f6883ef198..364a4261405 100644 --- a/Orange/clustering/kmeans.py +++ b/Orange/clustering/kmeans.py @@ -27,7 +27,7 @@ def fit(self, X, Y=None): proj.silhouette = np.nan try: if self._compute_silhouette and 2 <= proj.n_clusters < X.shape[0]: - if len(X) <= SILHOUETTE_MAX_SAMPLES: + if X.shape[0] <= SILHOUETTE_MAX_SAMPLES: proj.silhouette_samples = \ silhouette_samples(X, proj.labels_) proj.silhouette = np.mean(proj.silhouette_samples) @@ -69,4 +69,4 @@ def __call__(self, data): domain, np.atleast_2d(self.proj.predict(data._x.reshape(1, -1))).astype(int)) else: - return self.proj.predict(data).reshape((len(data), 1)) + return self.proj.predict(data).reshape((data.shape[0], 1)) diff --git a/Orange/clustering/louvain.py b/Orange/clustering/louvain.py new file mode 100644 index 00000000000..b565b1d1fbe --- /dev/null +++ b/Orange/clustering/louvain.py @@ -0,0 +1,123 @@ +"""Python port for Louvain clustering, available at +https://github.com/taynaud/python-louvain + +Original C++ implementation available at +https://sites.google.com/site/findcommunities/ + +""" + +import numpy as np +import networkx as nx +from community import best_partition +from sklearn.neighbors import NearestNeighbors + +import Orange +from Orange.data import Table + + +def jaccard(x, y): + # type: (set, set) -> float + """Compute the Jaccard similarity between two sets.""" + return len(x & y) / len(x | y) + + +def table_to_knn_graph(data, k_neighbors, metric, progress_callback=None): + """Convert tabular data to a graph using a nearest neighbors approach with + the Jaccard similarity as the edge weights. + + Parameters + ---------- + data : Table + k_neighbors : int + metric : str + A distance metric supported by sklearn. + progress_callback : Callable[[float], None] + + Returns + ------- + nx.Graph + + """ + # We do k + 1 because each point is closest to itself, which is not useful + knn = NearestNeighbors(n_neighbors=k_neighbors, metric=metric).fit(data.X) + nearest_neighbors = knn.kneighbors(data.X, return_distance=False) + # Convert to list of sets so jaccard can be computed efficiently + nearest_neighbors = list(map(set, nearest_neighbors)) + num_nodes = len(nearest_neighbors) + + # Create an empty graph and add all the data ids as nodes for easy mapping + graph = nx.Graph() + graph.add_nodes_from(range(len(data))) + + for idx, node in enumerate(graph.nodes): + if progress_callback: + progress_callback(idx / num_nodes) + + for neighbour in nearest_neighbors[node]: + graph.add_edge(node, neighbour, weight=jaccard( + nearest_neighbors[node], nearest_neighbors[neighbour])) + + return graph + + +class Louvain: + preprocessors = [Orange.preprocess.Continuize(), + Orange.preprocess.SklImpute()] + + def __init__(self, k_neighbors=30, metric='l2', resolution=1., preprocessors=None): + """Louvain clustering for community detection in graphs. + + Louvain clustering is a community detection algorithm for detecting + clusters of "communities" in graphs. As such, tabular data must first + be converted into graph form. This is typically done by computing the + KNN graph on the input data. + + Parameters + ---------- + k_neighbors : Optional[int] + The number of nearest neighbors to use for the KNN graph if + tabular data is passed. + metric : Optional[str] + The metric to use to compute the nearest neighbors. + resolution : Optional[float] + The resolution is a parameter of the Louvain method that affects + the size of the recovered clusters. + + """ + if preprocessors is None: + preprocessors = type(self).preprocessors + self.preprocessors = tuple(preprocessors) + + self.k_neighbors = k_neighbors + self.metric = metric + self.resolution = resolution + + self.labels = None + + def __call__(self, data): + data = self.preprocess(data) + return self.fit_predict(data.X, data.Y) + + def preprocess(self, data): + for pp in self.preprocessors: + data = pp(data) + return data + + def fit(self, X, y=None): + # If we are given a table, we have to convert it to a graph first + if isinstance(X, Table): + graph = table_to_knn_graph(X.X, metric=self.metric, k_neighbors=self.k_neighbors) + # Same goes for a matrix + elif isinstance(X, np.ndarray): + graph = table_to_knn_graph(X, metric=self.metric, k_neighbors=self.k_neighbors) + elif isinstance(X, nx.Graph): + graph = X + + partition = best_partition(graph, resolution=self.resolution) + partition = np.fromiter(list(zip(*sorted(partition.items())))[1], dtype=int) + + self.labels = partition + + def fit_predict(self, X, y=None): + self.fit(X, y) + return self.labels diff --git a/Orange/data/__init__.py b/Orange/data/__init__.py index 9366c81f423..59ee07343e1 100644 --- a/Orange/data/__init__.py +++ b/Orange/data/__init__.py @@ -7,3 +7,4 @@ from .storage import * from .table import * from .io import * +from .filter import * diff --git a/Orange/data/filter.py b/Orange/data/filter.py index a199b20d17a..8809e6435d0 100644 --- a/Orange/data/filter.py +++ b/Orange/data/filter.py @@ -12,6 +12,11 @@ from Orange.util import Enum +__all__ = ["IsDefined", "HasClass", "Random", "SameValue", "Values", + "FilterDiscrete", "FilterContinuous", "FilterString", + "FilterStringList", "FilterRegex"] + + class Filter(Reprable): """ The base class for filters. diff --git a/Orange/data/io.py b/Orange/data/io.py index 7e9beb0f041..00ab17f4a89 100644 --- a/Orange/data/io.py +++ b/Orange/data/io.py @@ -170,9 +170,20 @@ def guess_data_type(orig_values, namask=None): def sanitize_variable(valuemap, values, orig_values, coltype, coltype_kwargs, - domain_vars, existing_var, new_var_name, data=None): + domain_vars=None, existing_var=None, new_var_name=None, data=None, name=None): assert issubclass(coltype, Variable) + if name is None or existing_var is not None or new_var_name is not None: + name = existing_var.strip() if existing_var else new_var_name + raise DeprecationWarning("Arguments 'existing_var' and 'new_var_name' are "\ + "deprecated since 3.16; use 'name' instead") + + if domain_vars is not None: + raise DeprecationWarning("Argument 'domain_vars' is deprecated since 3.16") + + if data is not None: + raise DeprecationWarning("Argument 'data' is deprecated since 3.16") + def get_number_of_decimals(values): len_ = len ndecimals = max((len_(value) - value.find(".") @@ -183,12 +194,7 @@ def get_number_of_decimals(values): if issubclass(coltype, DiscreteVariable) and valuemap is not None: coltype_kwargs.update(values=valuemap) - if existing_var: - # Use existing variable if available - var = coltype.make(existing_var.strip(), **coltype_kwargs) - else: - # Never use existing for un-named variables - var = coltype(new_var_name, **coltype_kwargs) + var = coltype.make(name, **coltype_kwargs) if isinstance(var, DiscreteVariable): # Map discrete data to 'ints' (or at least what passes as int around @@ -612,8 +618,15 @@ def data_table(cls, data, headers=None): # Determine maximum row length rowlen = max(map(len, (names, types, flags))) + strip = False + def _equal_length(lst): - lst.extend(['']*(rowlen - len(lst))) + nonlocal strip + if len(lst) > rowlen > 0: + lst = lst[:rowlen] + strip = True + elif len(lst) < rowlen: + lst.extend(['']*(rowlen - len(lst))) return lst # Ensure all data is of equal width in a column-contiguous array @@ -621,6 +634,9 @@ def _equal_length(lst): for row in data if any(row)] data = np.array(data, dtype=object, order='F') + if strip: + warnings.warn("Columns with no headers were removed.") + # Data may actually be longer than headers were try: rowlen = data.shape[1] @@ -714,16 +730,14 @@ def _equal_length(lst): cols, domain_vars = append_to - existing_var, new_var_name = None, None if domain_vars is not None: - existing_var = names and names[col] - if not existing_var: - new_var_name = next(NAMEGEN) + var_name = names and names[col] + if not var_name: + var_name = next(NAMEGEN) - if domain_vars is not None: values, var = sanitize_variable( valuemap, values, orig_values, coltype, coltype_kwargs, - domain_vars, existing_var, new_var_name, data) + name=var_name) else: var = None if domain_vars is not None: @@ -927,7 +941,7 @@ class TabReader(CSVReader): class PickleReader(FileFormat): """Reader for pickled Table objects""" EXTENSIONS = ('.pkl', '.pickle') - DESCRIPTION = 'Pickled Python object file' + DESCRIPTION = 'Pickled Orange data' SUPPORT_COMPRESSED = True SUPPORT_SPARSE_DATA = True diff --git a/Orange/data/pandas_compat.py b/Orange/data/pandas_compat.py index 965b361eff8..c8aaa9c8591 100644 --- a/Orange/data/pandas_compat.py +++ b/Orange/data/pandas_compat.py @@ -11,7 +11,7 @@ ContinuousVariable, ) -__all__ = ['table_from_frame'] +__all__ = ['table_from_frame', 'table_to_frame'] def table_from_frame(df, *, force_nominal=False): @@ -76,3 +76,52 @@ def _is_datetime(s): np.column_stack(X) if X else np.empty((df.shape[0], 0)), None, np.column_stack(M) if M else None) + + +def table_to_frame(tab): + """ + Convert Orange.data.Table to pandas.DataFrame + + Parameters + ---------- + tab : Table + + Returns + ------- + pandas.DataFrame + """ + def _column_to_series(col, vals): + result = () + if col.is_discrete: + codes = pd.Series(vals).fillna(-1).astype(int) + result = (col.name, pd.Categorical.from_codes(codes=codes, categories=col.values, + ordered=col.ordered)) + elif col.is_time: + result = (col.name, pd.to_datetime(vals, unit='s').to_series().reset_index()[0]) + elif col.is_continuous: + dt = float + # np.nan are not compatible with int column + nan_values_in_column = [t for t in vals if np.isnan(t)] + if col.number_of_decimals == 0 and len(nan_values_in_column) == 0: + dt = int + result = (col.name, pd.Series(vals).astype(dt)) + elif col.is_string: + result = (col.name, pd.Series(vals)) + return result + + def _columns_to_series(cols, vals): + return [_column_to_series(col, vals[:, i]) for i, col in enumerate(cols)] + + x, y, metas = [], [], [] + domain = tab.domain + if domain.attributes: + x = _columns_to_series(domain.attributes, tab.X) + if domain.class_vars: + y_values = tab.Y.reshape(tab.Y.shape[0], len(domain.class_vars)) + y = _columns_to_series(domain.class_vars, y_values) + if domain.metas: + metas = _columns_to_series(domain.metas, tab.metas) + all_series = dict(x + y + metas) + original_column_order = [var.name for var in tab.domain.variables] + unsorted_columns_df = pd.DataFrame(all_series) + return unsorted_columns_df[original_column_order] diff --git a/Orange/data/sql/backend/postgres.py b/Orange/data/sql/backend/postgres.py index c1d7f3dcbd4..fc68d7b9992 100644 --- a/Orange/data/sql/backend/postgres.py +++ b/Orange/data/sql/backend/postgres.py @@ -4,7 +4,7 @@ from contextlib import contextmanager from time import time -from psycopg2 import Error, OperationalError +from psycopg2 import Error from psycopg2.pool import ThreadedConnectionPool from Orange.data import ContinuousVariable, DiscreteVariable, StringVariable, TimeVariable @@ -29,6 +29,7 @@ def __init__(self, connection_params): if self.connection_pool is None: self._create_connection_pool() + self.missing_extension = [] if self.auto_create_extensions: self._create_extensions() @@ -45,8 +46,9 @@ def _create_extensions(self): query = "CREATE EXTENSION IF NOT EXISTS {}".format(ext) with self.execute_sql_query(query): pass - except OperationalError: + except BackendError: warnings.warn("Database is missing extension {}".format(ext)) + self.missing_extension.append(ext) def create_sql_query(self, table_name, fields, filters=(), group_by=None, order_by=None, diff --git a/Orange/data/table.py b/Orange/data/table.py index ee5ad6f7b9e..c8492fbd456 100644 --- a/Orange/data/table.py +++ b/Orange/data/table.py @@ -1365,18 +1365,16 @@ def _compute_basic_stats(self, columns=None, if len(rr): stats = np.vstack(tuple(rr)) else: - columns = [self.domain.index(c) for c in columns] nattrs = len(self.domain.attributes) - Xs = any(0 <= c < nattrs for c in columns) and fast_stats(self.X, W) - Ys = any(c >= nattrs for c in columns) and fast_stats(self._Y, W) - ms = any(c < 0 for c in columns) and fast_stats(self.metas, W) for column in columns: - if 0 <= column < nattrs: - stats.append(Xs[column, :]) - elif column >= nattrs: - stats.append(Ys[column - nattrs, :]) + c = self.domain.index(column) + if 0 <= c < nattrs: + S = fast_stats(self.X[:, [c]], W and W[:, [c]]) + elif c >= nattrs: + S = fast_stats(self._Y[:, [c-nattrs]], W and W[:, [c-nattrs]]) else: - stats.append(ms[-1 - column]) + S = fast_stats(self.metas[:, [-1-c]], W and W[:, [-1-c]]) + stats.append(S[0]) return stats def _compute_distributions(self, columns=None): @@ -1629,8 +1627,7 @@ def guessed_var(i, var_name): orig_vals = M[:, i] val_map, vals, var_type = Orange.data.io.guess_data_type(orig_vals) values, variable = Orange.data.io.sanitize_variable( - val_map, vals, orig_vals, var_type, - {}, _metas, None, var_name) + val_map, vals, orig_vals, var_type, {}, name=var_name) M[:, i] = values return variable diff --git a/Orange/data/tests/test_pandas.py b/Orange/data/tests/test_pandas.py index 184b04537a1..391b3af56bc 100644 --- a/Orange/data/tests/test_pandas.py +++ b/Orange/data/tests/test_pandas.py @@ -1,6 +1,6 @@ import unittest import numpy as np -from Orange.data import ContinuousVariable, DiscreteVariable, TimeVariable +from Orange.data import ContinuousVariable, DiscreteVariable, TimeVariable, Table try: import pandas as pd @@ -60,3 +60,39 @@ def test_table_from_frame(self): types = [type(var) for var in table.domain.attributes] self.assertEqual(names, ['index', '1', '2']) self.assertEqual(types, [DiscreteVariable, ContinuousVariable, TimeVariable]) + + def test_table_to_frame(self): + from Orange.data.pandas_compat import table_to_frame + table = Table("iris") + df = table_to_frame(table) + table_column_names = [var.name for var in table.domain.variables] + frame_column_names = df.columns + + self.assertEqual(sorted(table_column_names), sorted(frame_column_names)) + self.assertEqual(type(df['iris'].dtype), pd.api.types.CategoricalDtype) + self.assertEqual(list(df['sepal length'])[0:4], [5.1, 4.9, 4.7, 4.6]) + self.assertEqual(list(df['iris'])[0:2], ['Iris-setosa', 'Iris-setosa']) + + @unittest.skip("Convert all Orange demo dataset. It takes about 5s which is way to slow") + def test_table_to_frame_on_all_orange_dataset(self): + from os import listdir + from Orange.data.pandas_compat import table_to_frame + import pandas as pd + + dataset_directory = "Orange/datasets/" + + def _filename_to_dataset_name(f): + return f.split('.')[0] + + def _get_orange_demo_datasets(): + x = [_filename_to_dataset_name(f) for f in listdir(dataset_directory) if '.tab' in f] + return x + + for name in _get_orange_demo_datasets(): + table = Table(name) + df = table_to_frame(table) + assert_message = "Failed to process Table('{}')".format(name) + + self.assertEqual(type(df), pd.DataFrame, assert_message) + self.assertEqual(len(df), len(table), assert_message) + self.assertEqual(len(df.columns), len(table.domain), assert_message) diff --git a/Orange/data/tests/test_variable.py b/Orange/data/tests/test_variable.py index 59af00418ce..4a3c21a7328 100644 --- a/Orange/data/tests/test_variable.py +++ b/Orange/data/tests/test_variable.py @@ -266,6 +266,23 @@ def test_no_nonstringvalues(self): a = DiscreteVariable("foo", values=["a", "b", "c"]) self.assertRaises(TypeError, a.add_value, 42) + def test_unpickle(self): + d1 = DiscreteVariable("A", values=["two", "one"]) + s = pickle.dumps(d1) + d2 = DiscreteVariable.make("A", values=["one", "two", "three"]) + d2_values = tuple(d2.values) + d1c = pickle.loads(s) + # See: gh-3238 + # The unpickle reconstruction picks an existing variable (d2), on which + # __setstate__ or __dict__.update is called + self.assertSequenceEqual(d2.values, d2_values) + self.assertSequenceEqual(d1c.values, d1.values) + s = pickle.dumps(d2) + DiscreteVariable._clear_all_caches() # [comment redacted] + d1 = DiscreteVariable("A", values=["one", "two"]) + d2 = pickle.loads(s) + self.assertSequenceEqual(d2.values, ["two", "one", "three"]) + @variabletest(ContinuousVariable) class TestContinuousVariable(VariableTest): @@ -474,9 +491,9 @@ def test_make_proxy_disc(self): self.assertEqual(abc1p, abc) abcp, abc1p, abc2p = pickle.loads(pickle.dumps((abc, abc1, abc2))) - self.assertIs(abcp.master, abcp) - self.assertIs(abc1p.master, abcp) - self.assertIs(abc2p.master, abcp) + self.assertIs(abcp.master, abcp.master) + self.assertIs(abc1p.master, abcp.master) + self.assertIs(abc2p.master, abcp.master) self.assertEqual(abcp, abc1p) self.assertEqual(abcp, abc2p) self.assertEqual(abc1p, abc2p) diff --git a/Orange/data/variable.py b/Orange/data/variable.py index 5f3df10f115..e3b7564f9f0 100644 --- a/Orange/data/variable.py +++ b/Orange/data/variable.py @@ -27,7 +27,19 @@ def make_variable(cls, compute_value, *args): if compute_value is not None: return cls(*args, compute_value=compute_value) - return cls.make(*args) + if issubclass(cls, DiscreteVariable): + name, values = args[:2] + var = cls.make(*args) + # The `var.values` are in general a superset of `values` with different + # order. Only use it if it is a structural subtype of the requested + # descriptor so any indices/codes retain their proper interpretation on + # deserialization. + if var.values[:len(values)] == values: + return var + else: + return cls(*args) + else: + return cls.make(*args) def is_discrete_values(values): @@ -207,10 +219,15 @@ def __contains__(self, other): raise TypeError("invalid operation on Value()") def __hash__(self): + if self.variable.is_discrete: + # It is not possible to hash the id and the domain value to the same number as required by __eq__. + # hash(1) == hash(Value(DiscreteVariable("var", ["red", "green", "blue"]), 1)) == hash("green") + # User should hash directly ids or domain values instead. + raise TypeError("unhashable type - cannot hash values of discrete variables!") if self._value is None: return super().__hash__() else: - return hash((super().__hash__(), self._value)) + return hash(self._value) @property def value(self): @@ -702,9 +719,12 @@ def repr_val(self, val): def __reduce__(self): if not self.name: raise PickleError("Variables without names cannot be pickled") + __dict__ = dict(self.__dict__) + __dict__.pop("master") + __dict__.pop("values") return make_variable, (self.__class__, self._compute_value, self.name, self.values, self.ordered, self.base_value), \ - self.__dict__ + __dict__ @classmethod def make(cls, name, values=(), ordered=False, base_value=-1): @@ -737,7 +757,7 @@ def make(cls, name, values=(), ordered=False, base_value=-1): var = cls._find_compatible( name, values, ordered, base_value) if var: - return var + return var.make_proxy() if not ordered: base_value_rep = base_value != -1 and values[base_value] values = cls.ordered_values(values) diff --git a/Orange/distance/distance.py b/Orange/distance/distance.py index 40bb510eced..186ebd0364f 100644 --- a/Orange/distance/distance.py +++ b/Orange/distance/distance.py @@ -289,7 +289,7 @@ def fit_cols(self, attributes, x, n_vals): class Cosine(FittedDistance): supports_sparse = True # via fallback - supports_discrete = True + supports_discrete = False fallback = SklDistance('cosine') @staticmethod @@ -348,7 +348,8 @@ def prepare_data(x): dist = safe_sparse_dot(data1, data2.T) np.clip(dist, 0, 1, out=dist) if x2 is None: - dist.flat[::dist.shape[0] + 1] = 1.0 + diag = np.diag_indices_from(dist) + dist[diag] = np.where(np.isnan(dist[diag]), np.nan, 1.0) return 1 - dist diff --git a/Orange/preprocess/preprocess.py b/Orange/preprocess/preprocess.py index 8a98b683369..a272739c751 100644 --- a/Orange/preprocess/preprocess.py +++ b/Orange/preprocess/preprocess.py @@ -190,8 +190,8 @@ def __call__(self, data): data : an input dataset """ - oks = bn.nanmin(data.X, axis=0) != \ - bn.nanmax(data.X, axis=0) + oks = np.logical_and(~bn.allnan(data.X, axis=0), + bn.nanmin(data.X, axis=0) != bn.nanmax(data.X, axis=0)) atts = [data.domain.attributes[i] for i, ok in enumerate(oks) if ok] domain = Orange.data.Domain(atts, data.domain.class_vars, data.domain.metas) diff --git a/Orange/preprocess/score.py b/Orange/preprocess/score.py index 93ce998ea89..4bc48f3097b 100644 --- a/Orange/preprocess/score.py +++ b/Orange/preprocess/score.py @@ -8,7 +8,7 @@ from Orange.data import Domain, Variable, DiscreteVariable, ContinuousVariable from Orange.data.filter import HasClass from Orange.misc.wrapper_meta import WrapperMeta -from Orange.preprocess.preprocess import Discretize, Impute +from Orange.preprocess.preprocess import Discretize, SklImpute from Orange.preprocess.util import _RefuseDataInConstructor from Orange.statistics import contingency, distribution from Orange.util import Reprable @@ -86,7 +86,7 @@ class SklScorer(Scorer, metaclass=WrapperMeta): supports_sparse_data = True preprocessors = Scorer.preprocessors + [ - Impute() + SklImpute() ] def score_data(self, data, feature): diff --git a/Orange/statistics/util.py b/Orange/statistics/util.py index ac2c5e49d19..be2f9f2cc48 100644 --- a/Orange/statistics/util.py +++ b/Orange/statistics/util.py @@ -560,3 +560,8 @@ def var(x, axis=None): result = x.multiply(x).mean(axis) - np.square(x.mean(axis)) result = np.squeeze(np.asarray(result)) return result + + +def std(x, axis=None): + """ Equivalent of np.std that supports sparse and dense matrices. """ + return np.sqrt(var(x, axis=axis)) diff --git a/Orange/tests/__init__.py b/Orange/tests/__init__.py index 11b0d183c27..33c9e0acb14 100644 --- a/Orange/tests/__init__.py +++ b/Orange/tests/__init__.py @@ -3,6 +3,12 @@ import tempfile from contextlib import contextmanager +try: + from numpy.testing import assert_array_compare +except ImportError: + # numpy < 1.14 + from numpy.testing.utils import assert_array_compare + import numpy as np import Orange @@ -42,7 +48,7 @@ def assert_array_nanequal(a, b, *args, **kwargs): a : array-like b : array-like """ - return np.testing.utils.assert_array_compare(naneq, a, b, *args, **kwargs) + return assert_array_compare(naneq, a, b, *args, **kwargs) def test_dirname(): diff --git a/Orange/tests/test_basic_stats.py b/Orange/tests/test_basic_stats.py index a2a2ff3023a..3b5ec18792f 100644 --- a/Orange/tests/test_basic_stats.py +++ b/Orange/tests/test_basic_stats.py @@ -2,6 +2,10 @@ # pylint: disable=missing-docstring from unittest import TestCase +import time + +import numpy as np + from Orange.data import Table from Orange.statistics.basic_stats import DomainBasicStats, BasicStats @@ -24,6 +28,15 @@ def test_domain_basic_stats(self): self.assertStatsEqual(domain_stats.stats, attr_stats + class_var_stats + meta_stats) + def test_speed(self): + n, m = 10, 10000 + data = Table.from_numpy(None, np.random.rand(n, m)) + start = time.time() + for i in range(m): + BasicStats(data, i) + elapsed = time.time() - start + self.assertLess(elapsed, 10.0) + def assertStatsEqual(self, stats1, stats2): self.assertEqual(len(stats1), len(stats2)) for stat1, stat2 in zip(stats1, stats2): diff --git a/Orange/tests/test_clustering_kmeans.py b/Orange/tests/test_clustering_kmeans.py index 8f7e91315c3..0b91ede3610 100644 --- a/Orange/tests/test_clustering_kmeans.py +++ b/Orange/tests/test_clustering_kmeans.py @@ -2,9 +2,11 @@ # pylint: disable=missing-docstring import unittest +import numpy as np import Orange from Orange.clustering.kmeans import KMeans +from scipy.sparse import csc_matrix class TestKMeans(unittest.TestCase): @@ -47,3 +49,16 @@ def test_predict_numpy(self): X = self.iris.X[::20] p = c(X) + def test_predict_sparse(self): + kmeans = KMeans() + c = kmeans(self.iris) + X = csc_matrix(self.iris.X[::20]) + p = c(X) + + def test_silhouette_sparse(self): + """Test if silhouette gets calculated for sparse data""" + kmeans = KMeans(compute_silhouette_score=True) + sparse_iris = self.iris.copy() + sparse_iris.X = csc_matrix(sparse_iris.X) + c = kmeans(sparse_iris) + self.assertFalse(np.isnan(c.silhouette)) diff --git a/Orange/tests/test_contingency.py b/Orange/tests/test_contingency.py index 08cfca2641a..9a7dfc993a9 100644 --- a/Orange/tests/test_contingency.py +++ b/Orange/tests/test_contingency.py @@ -12,6 +12,14 @@ from Orange.tests import test_filename +def assert_dist_equal(dist, expected): + np.testing.assert_array_equal(np.asarray(dist), expected) + + +def assert_dist_almost_equal(dist, expected): + np.testing.assert_array_almost_equal(np.asarray(dist), expected) + + class TestDiscrete(unittest.TestCase): @classmethod def setUpClass(cls): @@ -19,22 +27,19 @@ def setUpClass(cls): def test_discrete(self): cont = contingency.Discrete(self.zoo, 0) - np.testing.assert_almost_equal(cont["amphibian"], [4, 0]) - np.testing.assert_almost_equal(cont, - [[4, 0], [20, 0], [13, 0], - [4, 4], [10, 0], [2, 39], [5, 0]]) + assert_dist_equal(cont["amphibian"], [4, 0]) + assert_dist_equal(cont, [[4, 0], [20, 0], [13, 0], + [4, 4], [10, 0], [2, 39], [5, 0]]) cont = contingency.Discrete(self.zoo, "predator") - np.testing.assert_almost_equal(cont["fish"], [4, 9]) - np.testing.assert_almost_equal(cont, - [[1, 3], [11, 9], [4, 9], - [7, 1], [2, 8], [19, 22], [1, 4]]) + assert_dist_equal(cont["fish"], [4, 9]) + assert_dist_equal(cont, [[1, 3], [11, 9], [4, 9], [7, 1], + [2, 8], [19, 22], [1, 4]]) cont = contingency.Discrete(self.zoo, self.zoo.domain["predator"]) - np.testing.assert_almost_equal(cont["fish"], [4, 9]) - np.testing.assert_almost_equal(cont, - [[1, 3], [11, 9], [4, 9], - [7, 1], [2, 8], [19, 22], [1, 4]]) + assert_dist_equal(cont["fish"], [4, 9]) + assert_dist_equal(cont, [[1, 3], [11, 9], [4, 9], [7, 1], + [2, 8], [19, 22], [1, 4]]) self.assertEqual(cont.unknown_rows, 0) def test_discrete_missing(self): @@ -42,9 +47,9 @@ def test_discrete_missing(self): d.Y[25] = float("nan") d[0][0] = float("nan") cont = contingency.Discrete(d, 0) - np.testing.assert_almost_equal(cont["amphibian"], [3, 0]) - np.testing.assert_almost_equal(cont, - [[3, 0], [20, 0], [13, 0], [4, 4], [10, 0], [2, 38], [5, 0]]) + assert_dist_equal(cont["amphibian"], [3, 0]) + assert_dist_equal(cont, [[3, 0], [20, 0], [13, 0], [4, 4], + [10, 0], [2, 38], [5, 0]]) np.testing.assert_almost_equal(cont.unknowns, [0, 0, 0, 0, 0, 1, 0]) self.assertEqual(cont.unknown_rows, 1) @@ -53,9 +58,9 @@ def test_discrete_missing(self): d.Y[2] = float("nan") d[2]["predator"] = float("nan") cont = contingency.Discrete(d, "predator") - np.testing.assert_almost_equal(cont["fish"], [4, 8]) - np.testing.assert_almost_equal(cont, - [[1, 3], [11, 9], [4, 8], [7, 1], [2, 8], [19, 22], [1, 4]]) + assert_dist_equal(cont["fish"], [4, 8]) + assert_dist_equal(cont, [[1, 3], [11, 9], [4, 8], [7, 1], + [2, 8], [19, 22], [1, 4]]) self.assertEqual(cont.unknown_rows, 1) np.testing.assert_almost_equal(cont.unknowns, [0, 0, 0, 0, 0, 0, 0]) @@ -67,9 +72,9 @@ def test_discrete_with_fallback(self): d._compute_contingency = Mock(side_effect=NotImplementedError) fallback = contingency.Discrete(d, 0) - np.testing.assert_almost_equal(fallback, default) - np.testing.assert_almost_equal(fallback.unknowns, default.unknowns) - np.testing.assert_almost_equal(fallback.unknown_rows, default.unknown_rows) + np.testing.assert_array_equal(np.asarray(fallback), np.asarray(default)) + np.testing.assert_array_equal(fallback.unknowns, default.unknowns) + np.testing.assert_array_equal(fallback.unknown_rows, default.unknown_rows) def test_continuous(self): d = data.Table("iris") @@ -120,15 +125,13 @@ def test_mixedtype_metas(self): zoo.domain.metas + zoo.domain.attributes[:2]) t = Orange.data.Table(dom, zoo) cont = contingency.get_contingency(zoo, 2, t.domain.metas[1]) - np.testing.assert_almost_equal(cont["1"], [38, 5]) - np.testing.assert_almost_equal(cont, [[4, 54], - [38, 5]]) + assert_dist_equal(cont["1"], [38, 5]) + assert_dist_equal(cont, [[4, 54], [38, 5]]) zoo[25][t.domain.metas[1]] = float("nan") zoo[0][2] = float("nan") cont = contingency.get_contingency(zoo, 2, t.domain.metas[1]) - np.testing.assert_almost_equal(cont["1"], [37, 5]) - np.testing.assert_almost_equal(cont, [[4, 53], - [37, 5]]) + assert_dist_equal(cont["1"], [37, 5]) + assert_dist_equal(cont, [[4, 53], [37, 5]]) np.testing.assert_almost_equal(cont.unknowns, [0, 1]) self.assertEqual(cont.unknown_rows, 1) @@ -165,52 +168,52 @@ def _construct_sparse(): def test_sparse(self): d = self._construct_sparse() cont = contingency.Discrete(d, 5) - np.testing.assert_almost_equal(cont[0], [2, 0, 0]) - np.testing.assert_almost_equal(cont["b"], [0, 1, 1]) - np.testing.assert_almost_equal(cont[2], [1, 0, 0]) + assert_dist_equal(cont[0], [2, 0, 0]) + assert_dist_equal(cont["b"], [0, 1, 1]) + assert_dist_equal(cont[2], [1, 0, 0]) cont = contingency.Continuous(d, 14) - np.testing.assert_almost_equal(cont[0], [[], []]) - np.testing.assert_almost_equal(cont["b"], [[1], [1]]) - np.testing.assert_almost_equal(cont[2], [[2], [1]]) + assert_dist_equal(cont[0], [[], []]) + assert_dist_equal(cont["b"], [[1], [1]]) + assert_dist_equal(cont[2], [[2], [1]]) cont = contingency.Continuous(d, "c3") - np.testing.assert_almost_equal(cont[0], [[1.1], [1]]) - np.testing.assert_almost_equal(cont["b"], [[1], [1]]) - np.testing.assert_almost_equal(cont[2], [[], []]) + assert_dist_equal(cont[0], [[1.1], [1]]) + assert_dist_equal(cont["b"], [[1], [1]]) + assert_dist_equal(cont[2], [[], []]) d[4].set_class(1) cont = contingency.Continuous(d, 13) - np.testing.assert_almost_equal(cont[0], [[], []]) - np.testing.assert_almost_equal(cont["b"], [[1, 1.1], [1, 1]]) - np.testing.assert_almost_equal(cont[2], [[], []]) + assert_dist_equal(cont[0], [[], []]) + assert_dist_equal(cont["b"], [[1, 1.1], [1, 1]]) + assert_dist_equal(cont[2], [[], []]) cont = contingency.Continuous(d, 12) - np.testing.assert_almost_equal(cont[0], [[], []]) - np.testing.assert_almost_equal(cont["b"], [[], []]) - np.testing.assert_almost_equal(cont[2], [[], []]) + assert_dist_equal(cont[0], [[], []]) + assert_dist_equal(cont["b"], [[], []]) + assert_dist_equal(cont[2], [[], []]) def test_get_contingency(self): d = self._construct_sparse() cont = contingency.get_contingency(d, 5) self.assertIsInstance(cont, contingency.Discrete) - np.testing.assert_almost_equal(cont[0], [2, 0, 0]) - np.testing.assert_almost_equal(cont["b"], [0, 1, 1]) - np.testing.assert_almost_equal(cont[2], [1, 0, 0]) + assert_dist_equal(cont[0], [2, 0, 0]) + assert_dist_equal(cont["b"], [0, 1, 1]) + assert_dist_equal(cont[2], [1, 0, 0]) cont = contingency.get_contingency(d, "c4") self.assertIsInstance(cont, contingency.Continuous) - np.testing.assert_almost_equal(cont[0], [[], []]) - np.testing.assert_almost_equal(cont["b"], [[1], [1]]) - np.testing.assert_almost_equal(cont[2], [[2], [1]]) + assert_dist_equal(cont[0], [[], []]) + assert_dist_equal(cont["b"], [[1], [1]]) + assert_dist_equal(cont[2], [[2], [1]]) cont = contingency.get_contingency(d, d.domain[13]) self.assertIsInstance(cont, contingency.Continuous) - np.testing.assert_almost_equal(cont[0], [[1.1], [1]]) - np.testing.assert_almost_equal(cont["b"], [[1], [1]]) - np.testing.assert_almost_equal(cont[2], [[], []]) - np.testing.assert_almost_equal(cont[2], [[], []]) + assert_dist_equal(cont[0], [[1.1], [1]]) + assert_dist_equal(cont["b"], [[1], [1]]) + assert_dist_equal(cont[2], [[], []]) + assert_dist_equal(cont[2], [[], []]) def test_get_contingencies(self): d = self._construct_sparse() @@ -220,38 +223,38 @@ def test_get_contingencies(self): cont = conts[5] self.assertIsInstance(cont, contingency.Discrete) - np.testing.assert_almost_equal(cont[0], [2, 0, 0]) - np.testing.assert_almost_equal(cont["b"], [0, 1, 1]) - np.testing.assert_almost_equal(cont[2], [1, 0, 0]) + assert_dist_equal(cont[0], [2, 0, 0]) + assert_dist_equal(cont["b"], [0, 1, 1]) + assert_dist_equal(cont[2], [1, 0, 0]) cont = conts[14] self.assertIsInstance(cont, contingency.Continuous) - np.testing.assert_almost_equal(cont[0], [[], []]) - np.testing.assert_almost_equal(cont["b"], [[1], [1]]) - np.testing.assert_almost_equal(cont[2], [[2], [1]]) + assert_dist_equal(cont[0], [[], []]) + assert_dist_equal(cont["b"], [[1], [1]]) + assert_dist_equal(cont[2], [[2], [1]]) conts = contingency.get_contingencies(d, skip_discrete=True) self.assertEqual(len(conts), 10) cont = conts[4] self.assertIsInstance(cont, contingency.Continuous) - np.testing.assert_almost_equal(cont[0], [[], []]) - np.testing.assert_almost_equal(cont["b"], [[1], [1]]) - np.testing.assert_almost_equal(cont[2], [[2], [1]]) + assert_dist_equal(cont[0], [[], []]) + assert_dist_equal(cont["b"], [[1], [1]]) + assert_dist_equal(cont[2], [[2], [1]]) conts = contingency.get_contingencies(d, skip_continuous=True) self.assertEqual(len(conts), 10) cont = conts[5] self.assertIsInstance(cont, contingency.Discrete) - np.testing.assert_almost_equal(cont[0], [2, 0, 0]) - np.testing.assert_almost_equal(cont["b"], [0, 1, 1]) - np.testing.assert_almost_equal(cont[2], [1, 0, 0]) + assert_dist_equal(cont[0], [2, 0, 0]) + assert_dist_equal(cont["b"], [0, 1, 1]) + assert_dist_equal(cont[2], [1, 0, 0]) def test_compute_contingency_metas(self): d = data.Table(test_filename("test9.tab")) var1, var2 = d.domain[-2], d.domain[-4] cont, _ = d._compute_contingency([var1], var2)[0][0] - np.testing.assert_almost_equal(cont, [[3, 0, 0], [0, 2, 0], - [0, 0, 2], [0, 1, 0]]) + assert_dist_equal(cont, [[3, 0, 0], [0, 2, 0], + [0, 0, 2], [0, 1, 0]]) def test_compute_contingency_invalid(self): rstate = np.random.RandomState(0xFFFF) diff --git a/Orange/tests/test_distribution.py b/Orange/tests/test_distribution.py index 82932cd3741..1706c3c8978 100644 --- a/Orange/tests/test_distribution.py +++ b/Orange/tests/test_distribution.py @@ -13,6 +13,14 @@ from Orange.tests import test_filename +def assert_dist_equal(dist, expected): + np.testing.assert_array_equal(np.asarray(dist), expected) + + +def assert_dist_almost_equal(dist, expected): + np.testing.assert_almost_equal(np.asarray(dist), expected) + + class TestDiscreteDistribution(unittest.TestCase): def setUp(self): self.freqs = [4.0, 20.0, 13.0, 8.0, 10.0, 41.0, 5.0] @@ -39,7 +47,7 @@ def test_from_table(self): self.assertIsInstance(disc, np.ndarray) self.assertIs(disc.variable, d.domain["type"]) self.assertEqual(disc.unknowns, 0) - np.testing.assert_array_equal(disc, self.freqs) + assert_dist_equal(disc, self.freqs) disc2 = distribution.Discrete(d, d.domain.class_var) self.assertIsInstance(disc2, np.ndarray) @@ -75,8 +83,7 @@ def test_construction(self): self.assertIsInstance(disc1, np.ndarray) self.assertIs(disc1.variable, d.domain.class_var) self.assertEqual(disc.unknowns, 0) - np.testing.assert_array_equal(disc1, - [0]*len(d.domain.class_var.values)) + assert_dist_equal(disc1, [0]*len(d.domain.class_var.values)) def test_fallback(self): d = data.Table("zoo") @@ -85,7 +92,8 @@ def test_fallback(self): d._compute_distributions = Mock(side_effect=NotImplementedError) fallback = distribution.Discrete(d, "type") - np.testing.assert_almost_equal(fallback, default) + np.testing.assert_almost_equal( + np.asarray(fallback), np.asarray(default)) np.testing.assert_almost_equal(fallback.unknowns, default.unknowns) def test_fallback_with_weights_and_nan(self): @@ -97,7 +105,8 @@ def test_fallback_with_weights_and_nan(self): d._compute_distributions = Mock(side_effect=NotImplementedError) fallback = distribution.Discrete(d, "type") - np.testing.assert_almost_equal(fallback, default) + np.testing.assert_almost_equal( + np.asarray(fallback), np.asarray(default)) np.testing.assert_almost_equal(fallback.unknowns, default.unknowns) def test_equality(self): @@ -172,7 +181,7 @@ def test_normalize(self): disc1 = distribution.Discrete(None, d.domain.class_var) disc1.normalize() v = len(d.domain.class_var.values) - np.testing.assert_almost_equal(disc1, [1/v]*v) + assert_dist_almost_equal(disc1, [1/v]*v) def test_modus(self): d = data.Table("zoo") @@ -231,7 +240,7 @@ def test_from_table(self): self.assertIsInstance(disc, np.ndarray) self.assertIs(disc.variable, petal_length) self.assertEqual(disc.unknowns, 0) - np.testing.assert_almost_equal(disc, self.freqs) + assert_dist_almost_equal(disc, self.freqs) def test_construction(self): d = self.iris @@ -255,14 +264,14 @@ def test_construction(self): self.assertIsInstance(disc1, np.ndarray) self.assertIs(disc7.variable, petal_length) self.assertEqual(disc7.unknowns, 0) - np.testing.assert_array_equal(disc1, np.zeros((2, 10))) + assert_dist_equal(disc1, np.zeros((2, 10))) dd = [list(range(5)), [1, 1, 2, 5, 1]] disc2 = distribution.Continuous(dd) self.assertIsInstance(disc2, np.ndarray) self.assertIsNone(disc2.variable) self.assertEqual(disc2.unknowns, 0) - np.testing.assert_array_equal(disc2, dd) + assert_dist_equal(disc2, dd) def test_hash(self): d = self.iris @@ -287,16 +296,16 @@ def test_normalize(self): disc = distribution.Continuous(d, "petal length") - np.testing.assert_almost_equal(disc, self.freqs) + assert_dist_equal(disc, self.freqs) disc.normalize() self.freqs[1, :] /= 150 - np.testing.assert_almost_equal(disc, self.freqs) + assert_dist_equal(disc, self.freqs) disc1 = distribution.Continuous(10, petal_length) disc1.normalize() f = np.zeros((2, 10)) f[1, :] = 0.1 - np.testing.assert_almost_equal(disc1, f) + assert_dist_equal(disc1, f) def test_modus(self): disc = distribution.Continuous([list(range(5)), [1, 1, 2, 5, 1]]) @@ -327,8 +336,7 @@ def test_class_distribution(self): self.assertIsInstance(disc, np.ndarray) self.assertIs(disc.variable, d.domain["type"]) self.assertEqual(disc.unknowns, 0) - np.testing.assert_array_equal(disc, - [4.0, 20.0, 13.0, 8.0, 10.0, 41.0, 5.0]) + assert_dist_equal(disc, [4.0, 20.0, 13.0, 8.0, 10.0, 41.0, 5.0]) def test_multiple_target_variables(self): d = data.Table.from_numpy( @@ -360,7 +368,7 @@ def test_get_distribution(self): self.assertIsInstance(disc, np.ndarray) self.assertIs(disc.variable, cls) self.assertEqual(disc.unknowns, 0) - np.testing.assert_array_equal(disc, [50, 50, 50]) + assert_dist_equal(disc, [50, 50, 50]) petal_length = d.columns.petal_length freqs = np.array([(1.0, 1), (1.1, 1), (1.2, 2), (1.3, 7), (1.4, 12), @@ -373,7 +381,7 @@ def test_get_distribution(self): (5.9, 2), (6.0, 2), (6.1, 3), (6.3, 1), (6.4, 1), (6.6, 1), (6.7, 2), (6.9, 1)]).T disc = distribution.get_distribution(d, petal_length) - np.testing.assert_almost_equal(disc, freqs) + assert_dist_equal(disc, freqs) class TestDomainDistribution(unittest.TestCase): @@ -395,8 +403,8 @@ def test_get_distributions(self): (5.4, 2), (5.5, 3), (5.6, 6), (5.7, 3), (5.8, 3), (5.9, 2), (6.0, 2), (6.1, 3), (6.3, 1), (6.4, 1), (6.6, 1), (6.7, 2), (6.9, 1)]).T - np.testing.assert_almost_equal(ddist[2], freqs) - np.testing.assert_almost_equal(ddist[-1], [50, 50, 50]) + assert_dist_equal(ddist[2], freqs) + assert_dist_equal(ddist[-1], [50, 50, 50]) def test_sparse_get_distributions(self): def assert_dist_and_unknowns(computed, goal_dist): @@ -405,7 +413,7 @@ def assert_dist_and_unknowns(computed, goal_dist): sum_dist = np.sum(goal_dist[1, :] if goal_dist.ndim == 2 else goal_dist) n_all = np.sum(d.W) if d.has_weights() else len(d) - np.testing.assert_almost_equal(computed, goal_dist) + assert_dist_almost_equal(computed, goal_dist) self.assertEqual(computed.unknowns, n_all - sum_dist) domain = data.Domain( @@ -483,13 +491,13 @@ def test_compute_distributions_metas(self): d = data.Table(test_filename("test9.tab")) variable = d.domain[-2] dist, _ = d._compute_distributions([variable])[0] - np.testing.assert_almost_equal(dist, [3, 3, 2]) + assert_dist_equal(dist, [3, 3, 2]) # repeat with nan values assert d.metas.dtype.kind == "O" assert d.metas[0, 1] == 0 d.metas[0, 1] = np.nan dist, nanc = d._compute_distributions([variable])[0] - np.testing.assert_almost_equal(dist, [2, 3, 2]) + assert_dist_equal(dist, [2, 3, 2]) self.assertEqual(nanc, 1) diff --git a/Orange/tests/test_evaluation_scoring.py b/Orange/tests/test_evaluation_scoring.py index 724955716fb..2c18a4d518e 100644 --- a/Orange/tests/test_evaluation_scoring.py +++ b/Orange/tests/test_evaluation_scoring.py @@ -1,10 +1,7 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring -import sys -import contextlib import unittest -from unittest.mock import Mock import numpy as np from Orange.data import DiscreteVariable, ContinuousVariable, Domain @@ -337,23 +334,9 @@ def test_compute_CD(self): cd = scoring.compute_CD(avranks, 30, test="bonferroni-dunn") np.testing.assert_almost_equal(cd, 0.798) - @contextlib.contextmanager - def mock_module(name): - if not name in sys.modules: - try: - sys.modules[name] = Mock() - yield - finally: - del sys.modules[name] - else: - yield - # Do what you will, just don't crash - with mock_module("matplotlib"), \ - mock_module("matplotlib.pyplot"), \ - mock_module("matplotlib.backends.backend_agg"): - scoring.graph_ranks(avranks, "abcd", cd) - scoring.graph_ranks(avranks, "abcd", cd, cdmethod=0) + scoring.graph_ranks(avranks, "abcd", cd) + scoring.graph_ranks(avranks, "abcd", cd, cdmethod=0) class TestLogLoss(unittest.TestCase): diff --git a/Orange/tests/test_io.py b/Orange/tests/test_io.py index d272fa549d7..9dee28e522e 100644 --- a/Orange/tests/test_io.py +++ b/Orange/tests/test_io.py @@ -5,9 +5,13 @@ import os import tempfile import shutil +import io -from Orange.data.io import FileFormat, TabReader, CSVReader, PickleReader +from Orange.data import ContinuousVariable +from Orange.data.io import FileFormat, TabReader, CSVReader, PickleReader, \ + sanitize_variable from Orange.data.table import get_sample_datasets_dir +from Orange.version import version class WildcardReader(FileFormat): @@ -100,3 +104,26 @@ def test_open_bad_pickle(self): reader = PickleReader("") with unittest.mock.patch("pickle.load", return_value=None): self.assertRaises(TypeError, reader.read, "foo") + + def test_empty_columns(self): + """Can't read files with more columns then headers. GH-1417""" + samplefile = """\ + a, b + 1, 0, + 1, 2, + """ + c = io.StringIO(samplefile) + with self.assertWarns(UserWarning) as cm: + table = CSVReader(c).read() + self.assertEqual(len(table.domain.attributes), 2) + self.assertEqual(cm.warning.args[0], + "Columns with no headers were removed.") + + +class TestIo(unittest.TestCase): + def test_sanitize_variable_deprecated_params(self): + """In version 3.18 deprecation warnings in function 'sanitize_variable' + should be removed along with unused parameters.""" + if version > "3.18": + _, _ = sanitize_variable(None, None, None, ContinuousVariable, + {}, name="name", data="data") diff --git a/Orange/tests/test_preprocess.py b/Orange/tests/test_preprocess.py index dcda85c77cd..c4072dde259 100644 --- a/Orange/tests/test_preprocess.py +++ b/Orange/tests/test_preprocess.py @@ -61,10 +61,11 @@ def test_refuse_data_in_constructor(self): class TestRemoveConstant(unittest.TestCase): def test_remove_columns(self): - X = np.random.rand(6, 4) + X = np.random.rand(6, 5) X[:, (1,3)] = 5 X[3, 1] = np.nan X[1, 1] = np.nan + X[:, 4] = np.nan data = Table(X) d = RemoveConstant()(data) self.assertEqual(len(d.domain.attributes), 2) diff --git a/Orange/tests/test_statistics.py b/Orange/tests/test_statistics.py index 96800daf229..564c1144c67 100644 --- a/Orange/tests/test_statistics.py +++ b/Orange/tests/test_statistics.py @@ -5,8 +5,9 @@ import numpy as np from scipy.sparse import csr_matrix, issparse, lil_matrix, csc_matrix -from Orange.statistics.util import bincount, countnans, contingency, stats, \ - nanmin, nanmax, unique, nanunique, mean, nanmean, digitize, var, nansum, nanmedian +from Orange.statistics.util import bincount, countnans, contingency, digitize, \ + mean, nanmax, nanmean, nanmedian, nanmin, nansum, nanunique, stats, std, \ + unique, var def dense_sparse(test_case): @@ -191,6 +192,15 @@ def test_var(self): np.var(data, axis=axis) ) + def test_std(self): + for data in self.data: + for axis in chain((None,), range(len(data.shape))): + # Can't use array_equal here due to differences on 1e-16 level + np.testing.assert_array_almost_equal( + std(csr_matrix(data), axis=axis), + np.std(data, axis=axis) + ) + class TestDigitize(unittest.TestCase): def setUp(self): diff --git a/Orange/tests/test_tab_reader.py b/Orange/tests/test_tab_reader.py index 1e842f0ff7e..fa5bedac4d0 100644 --- a/Orange/tests/test_tab_reader.py +++ b/Orange/tests/test_tab_reader.py @@ -143,6 +143,17 @@ def test_read_data_no_header(self): self.assertTrue(table.domain[0].is_continuous) self.assertEqual(table.domain[0].name, 'Feature 1') + def test_read_data_no_header_feature_reuse(self): + samplefile = """\ + 0.1\t0.2\t0.3 + 1.1\t1.2\t1.5 + """ + file = io.StringIO(samplefile) + t1 = read_tab_file(file) + file = io.StringIO(samplefile) + t2 = read_tab_file(file) + self.assertEqual(t1.domain[0], t2.domain[0]) + def test_reuse_variables(self): file1 = io.StringIO("\n".join("xd dbac")) t1 = read_tab_file(file1) diff --git a/Orange/tests/test_value.py b/Orange/tests/test_value.py index 46c996212d1..bf82f678da1 100644 --- a/Orange/tests/test_value.py +++ b/Orange/tests/test_value.py @@ -5,7 +5,8 @@ import unittest import numpy as np -from Orange.data import Table, Domain, DiscreteVariable +from Orange.data import Table, Domain, Value,\ + DiscreteVariable, ContinuousVariable, StringVariable, TimeVariable class TestValue(unittest.TestCase): @@ -50,3 +51,16 @@ def test_compare_string(self): zoo2 = zoo[1]['name'] # antelope self.assertTrue(zoo1 < zoo2) self.assertTrue(zoo1 >= "aardvark") + + def test_hash(self): + v = 1234.5 + val = Value(ContinuousVariable("var"), v) + self.assertTrue(val == v and hash(val) == hash(v)) + v = "test" + val = Value(StringVariable("var"), v) + self.assertTrue(val == v and hash(val) == hash(v)) + v = 1234.5 + val = Value(TimeVariable("var"), v) + self.assertTrue(val == v and hash(val) == hash(v)) + val = Value(DiscreteVariable("var", ["red", "green", "blue"]), 1) + self.assertRaises(TypeError, hash, val) diff --git a/Orange/widgets/data/icons/Concatenate.svg b/Orange/widgets/data/icons/Concatenate.svg index 7bde95f5756..b3ce1c56a8d 100644 --- a/Orange/widgets/data/icons/Concatenate.svg +++ b/Orange/widgets/data/icons/Concatenate.svg @@ -1,28 +1,35 @@ - - + + viewBox="-34.5 271.5 48 48" enable-background="new -34.5 271.5 48 48" xml:space="preserve"> - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + diff --git a/Orange/widgets/data/icons/MergeData.svg b/Orange/widgets/data/icons/MergeData.svg index 2de5661c7b8..47bf80facce 100644 --- a/Orange/widgets/data/icons/MergeData.svg +++ b/Orange/widgets/data/icons/MergeData.svg @@ -1,26 +1,28 @@ - - + - - - - - - - - - - - - - - - - - - + viewBox="33.5 271.5 48 48" enable-background="new 33.5 271.5 48 48" xml:space="preserve"> + + + + + + + + + + + + + + + + diff --git a/Orange/widgets/data/icons/SelectByDataIndex.svg b/Orange/widgets/data/icons/SelectByDataIndex.svg new file mode 100644 index 00000000000..cd6e10ade5f --- /dev/null +++ b/Orange/widgets/data/icons/SelectByDataIndex.svg @@ -0,0 +1,24 @@ + + + + + + + + + + + + + + + + diff --git a/Orange/widgets/data/owconcatenate.py b/Orange/widgets/data/owconcatenate.py index d4d04be9431..da8e9fb5e07 100644 --- a/Orange/widgets/data/owconcatenate.py +++ b/Orange/widgets/data/owconcatenate.py @@ -27,6 +27,7 @@ class OWConcatenate(widget.OWWidget): description = "Concatenate (append) two or more datasets." priority = 1111 icon = "icons/Concatenate.svg" + keywords = ["append", "join", "extend"] class Inputs: primary_data = Input("Primary Data", Orange.data.Table) diff --git a/Orange/widgets/data/owcontinuize.py b/Orange/widgets/data/owcontinuize.py index 3f353b74680..fa08a3772ae 100644 --- a/Orange/widgets/data/owcontinuize.py +++ b/Orange/widgets/data/owcontinuize.py @@ -24,7 +24,7 @@ class OWContinuize(widget.OWWidget): "optionally, normalize numeric values.") icon = "icons/Continuize.svg" category = "Data" - keywords = ["data", "continuize"] + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/data/owcreateclass.py b/Orange/widgets/data/owcreateclass.py index b358626a93a..03163f6bc0e 100644 --- a/Orange/widgets/data/owcreateclass.py +++ b/Orange/widgets/data/owcreateclass.py @@ -127,7 +127,7 @@ class OWCreateClass(widget.OWWidget): description = "Create class attribute from a string attribute" icon = "icons/CreateClass.svg" category = "Data" - keywords = ["data"] + keywords = [] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owdatainfo.py b/Orange/widgets/data/owdatainfo.py index b9f2cc5a44d..ad963273ebf 100644 --- a/Orange/widgets/data/owdatainfo.py +++ b/Orange/widgets/data/owdatainfo.py @@ -23,7 +23,7 @@ class OWDataInfo(widget.OWWidget): icon = "icons/DataInfo.svg" priority = 80 category = "Data" - keywords = ["data", "info"] + keywords = ["information", "inspect"] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owdatasampler.py b/Orange/widgets/data/owdatasampler.py index 46161db6bb5..1a27a69762b 100644 --- a/Orange/widgets/data/owdatasampler.py +++ b/Orange/widgets/data/owdatasampler.py @@ -22,7 +22,7 @@ class OWDataSampler(OWWidget): icon = "icons/DataSampler.svg" priority = 100 category = "Data" - keywords = ["data", "sample"] + keywords = ["random"] _MAX_SAMPLE_SIZE = 2 ** 31 - 1 diff --git a/Orange/widgets/data/owdatasets.py b/Orange/widgets/data/owdatasets.py index a2b5c51c4b5..04ac490ad34 100644 --- a/Orange/widgets/data/owdatasets.py +++ b/Orange/widgets/data/owdatasets.py @@ -130,6 +130,7 @@ class OWDataSets(widget.OWWidget): icon = "icons/DataSets.svg" priority = 20 replaces = ["orangecontrib.prototypes.widgets.owdatasets.OWDataSets"] + keywords = ["online"] # The following constants can be overridden in a subclass # to reuse this widget for a different repository diff --git a/Orange/widgets/data/owdiscretize.py b/Orange/widgets/data/owdiscretize.py index 2ef20821948..85c10d650fd 100644 --- a/Orange/widgets/data/owdiscretize.py +++ b/Orange/widgets/data/owdiscretize.py @@ -127,6 +127,7 @@ class OWDiscretize(widget.OWWidget): name = "Discretize" description = "Discretize the numeric data features." icon = "icons/Discretize.svg" + keywords = [] class Inputs: data = Input("Data", Orange.data.Table, doc="Input data table") diff --git a/Orange/widgets/data/oweditdomain.py b/Orange/widgets/data/oweditdomain.py index 5aede3218bf..b00fe6d0211 100644 --- a/Orange/widgets/data/oweditdomain.py +++ b/Orange/widgets/data/oweditdomain.py @@ -5,86 +5,173 @@ A widget for manual editing of a domain's attributes. """ -import unicodedata -from itertools import chain +import sys +import warnings +from xml.sax.saxutils import escape +from itertools import zip_longest +from contextlib import contextmanager +from collections import namedtuple +from functools import singledispatch + +from typing import ( + Tuple, List, Any, Optional, Union, Dict, Sequence, Iterable, NamedTuple, +) from AnyQt.QtWidgets import ( QWidget, QListView, QTreeView, QVBoxLayout, QHBoxLayout, QFormLayout, - QToolButton, QLineEdit, QAction, QStackedWidget + QToolButton, QLineEdit, QAction, QActionGroup, QStackedWidget, QGroupBox, + QStyledItemDelegate, QStyleOptionViewItem, QStyle, QSizePolicy, QToolTip, + QDialogButtonBox, QPushButton ) -from AnyQt.QtGui import QStandardItemModel, QStandardItem, QKeySequence -from AnyQt.QtCore import Qt, QSize +from AnyQt.QtGui import QStandardItemModel, QStandardItem, QKeySequence, QIcon from AnyQt.QtCore import pyqtSignal as Signal, pyqtSlot as Slot +from AnyQt.QtCore import Qt, QEvent, QSize, QModelIndex + +import numpy as np import Orange.data -import Orange.preprocess.transformation + +from Orange.preprocess.transformation import Identity, Lookup from Orange.widgets import widget, gui, settings from Orange.widgets.utils import itemmodels -from Orange.widgets.utils.sql import check_sql_input from Orange.widgets.widget import Input, Output +#: An ordered sequence of key, value pairs (variable annotations) +AnnotationsType = Tuple[Tuple[str, str], ...] + + +# Define abstract representation of the variable types edited + +class Categorical( + NamedTuple("Categorical", [ + ("name", str), + ("categories", Tuple[str, ...]), + ("base", Optional[str]), + ("annotations", AnnotationsType), + ])): pass + + +class Real( + NamedTuple("Real", [ + ("name", str), + # a precision (int, and a format specifier('f', 'g', or '') + ("format", Tuple[int, str]), + ("annotations", AnnotationsType), + ])): pass + + +class String( + NamedTuple("String", [ + ("name", str), + ("annotations", AnnotationsType), + ])): pass + + +class Time( + NamedTuple("Time", [ + ("name", str), + ("annotations", AnnotationsType), + ])): pass + + +Variable = Union[Categorical, Real, Time, String] +VariableTypes = (Categorical, Real, Time, String) + -def get_qualified(module, name): - """Return a qualified module member ``name`` inside the named - ``module``. +# Define variable transformations. - The module (or package) first gets imported and the name - is retrieved from the module's global namespace. +class Rename(namedtuple("Rename", ["name"])): + """ + Rename a variable. + Parameters + ---------- + name : str + The new name """ - # see __import__.__doc__ for why 'fromlist' is used - module = __import__(module, fromlist=[name]) - return getattr(module, name) + def __call__(self, var): + # type: (Variable) -> Variable + return var._replace(name=self.name) -def variable_description(var, skip_attributes=False): - """Return a variable descriptor. +#: Mapping of categories. +#: A list of pairs with the first element the original value and the second +#: element the new value. If the first element is None then a category level +#: is added. If the second element is None than the corresponding first level +#: is dropped. The translation list is sorted by the translated levels. +CategoriesMappingType = List[Tuple[Optional[str], Optional[str]]] - A descriptor is a hashable tuple which should uniquely define - the variable i.e. (module, type_name, variable_name, - any_kwargs, sorted-attributes-items). +class CategoriesMapping(namedtuple("CategoriesMapping", ["mapping"])): """ - var_type = type(var) - attributes = () - if not skip_attributes: - attributes = tuple(sorted(var.attributes.items())) - if var.is_discrete: - return (var_type.__module__, - var_type.__name__, - var.name, - (("values", tuple(var.values)),), - attributes) - elif var.is_time: - return (var_type.__module__, - var_type.__name__, - var.name, - (("have_date", var.have_date), - ("have_time", var.have_time)), - attributes) - else: - return (var_type.__module__, - var_type.__name__, - var.name, - (), - attributes) + Change categories of a categorical variable. + Parameters + ---------- + mapping : CategoriesMappingType + """ + def __call__(self, var): + # type: (Categorical) -> Categorical + mapping = self.mapping # type: CategoriesMappingType + cat = [cj for _, cj in mapping if cj is not None] + mm = dict(self.mapping) + if var.base is not None: + base = mm.get(var.base) + else: + base = None + return var._replace(categories=cat, base=base) -def variable_from_description(description, compute_value=None): - """Construct a variable from its description (see - :func:`variable_description`). +class Annotate(namedtuple("Annotate", ["annotations"])): """ - module, type_name, name, args, attrs = description - try: - constructor = get_qualified(module, type_name) - except (ImportError, AttributeError): - raise ValueError("Invalid descriptor type '{}.{}" - "".format(module, type_name)) + Replace variable annotations. + """ + def __call__(self, var): + return var._replace(annotations=self.annotations) - var = constructor(name, compute_value=compute_value, **dict(list(args))) - var.attributes.update(attrs) - return var + +Transform = Union[Rename, CategoriesMapping, Annotate] +TransformTypes = (Rename, CategoriesMapping, Annotate) + + +def deconstruct(obj): + # type: (tuple) -> Tuple[str, Tuple[Any, ...]] + """ + Deconstruct a tuple subclass to its class name and its contents. + + Parameters + ---------- + obj : A tuple + + Returns + ------- + value: Tuple[str, Tuple[Any, ...]] + """ + cname = type(obj).__name__ + args = tuple(obj) + return cname, args + + +def reconstruct(tname, args): + # type: (str, Tuple[Any, ...]) -> Tuple[Any, ...] + """ + Reconstruct a tuple subclass (inverse of deconstruct). + + Parameters + ---------- + tname : str + Type name + args : Tuple[Any, ...] + + Returns + ------- + rval: Tuple[Any, ...] + """ + try: + constructor = globals()[tname] + except KeyError: + raise NameError(tname) + return constructor(*args) class DictItemsModel(QStandardItemModel): @@ -94,202 +181,219 @@ class DictItemsModel(QStandardItemModel): """ # Implement a proper model with in-place editing. # (Maybe it should be a TableModel with 2 columns) - def __init__(self, parent=None, dict={}): - QStandardItemModel.__init__(self, parent) + def __init__(self, parent=None, dict=None): + super().__init__(parent) + self._dict = {} self.setHorizontalHeaderLabels(["Key", "Value"]) - self.set_dict(dict) + if dict is not None: + self.set_dict(dict) def set_dict(self, dict): + # type: (Dict[str, str]) -> None self._dict = dict - self.clear() - self.setHorizontalHeaderLabels(["Key", "Value"]) + self.setRowCount(0) for key, value in sorted(dict.items()): - key_item = QStandardItem(str(key)) - value_item = QStandardItem(str(value)) + key_item = QStandardItem(key) + value_item = QStandardItem(value) key_item.setFlags(Qt.ItemIsEnabled | Qt.ItemIsSelectable) value_item.setFlags(value_item.flags() | Qt.ItemIsEditable) self.appendRow([key_item, value_item]) def get_dict(self): - # Use the same functionality that parses attributes - # when reading text files - return Orange.data.Flags([ - "{}={}".format(self.item(row, 0).text(), - self.item(row, 1).text()) - for row in range(self.rowCount()) - ]).attributes + # type: () -> Dict[str, str] + rval = {} + for row in range(self.rowCount()): + key_item = self.item(row, 0) + value_item = self.item(row, 1) + rval[key_item.text()] = value_item.text() + return rval + + +class FixedSizeButton(QToolButton): + def __init__(self, *args, defaultAction=None, **kwargs): + super().__init__(*args, **kwargs) + sh = self.sizePolicy() + sh.setHorizontalPolicy(QSizePolicy.Fixed) + sh.setVerticalPolicy(QSizePolicy.Fixed) + self.setSizePolicy(sh) + self.setAttribute(Qt.WA_WState_OwnSizePolicy, True) + + if defaultAction is not None: + self.setDefaultAction(defaultAction) + + def sizeHint(self): + style = self.style() + size = (style.pixelMetric(QStyle.PM_SmallIconSize) + + style.pixelMetric(QStyle.PM_ButtonMargin)) + return QSize(size, size) + + def event(self, event): + # type: (QEvent) -> bool + if event.type() == QEvent.ToolTip and self.toolTip(): + action = self.defaultAction() + if action is not None: + text = "{}  {}".format( + action.toolTip(), + action.shortcut().toString(QKeySequence.NativeText) + ) + QToolTip.showText(event.globalPos(), text) + else: + QToolTip.hideText() + return True + else: + return super().event(event) class VariableEditor(QWidget): - """An editor widget for a variable. + """ + An editor widget for a variable. Can edit the variable name, and its attributes dictionary. - """ variable_changed = Signal() - def __init__(self, parent=None): - QWidget.__init__(self, parent) - self.var = None - self.setup_gui() + def __init__(self, parent=None, **kwargs): + super().__init__(parent, **kwargs) + self.var = None # type: Optional[Variable] - def setup_gui(self): layout = QVBoxLayout() self.setLayout(layout) - self.main_form = QFormLayout() - self.main_form.setFieldGrowthPolicy(QFormLayout.AllNonFixedFieldsGrow) - layout.addLayout(self.main_form) - - self._setup_gui_name() - self._setup_gui_labels() - - def _setup_gui_name(self): - class OrangeLineEdit(QLineEdit): - def keyPressEvent(self, event): - if event.key() in [Qt.Key_Return, Qt.Key_Enter]: - self.parent().on_name_changed() - else: - super().keyPressEvent(event) - - self.name_edit = OrangeLineEdit() - self.main_form.addRow("Name:", self.name_edit) - self.name_edit.editingFinished.connect(self.on_name_changed) - - def _setup_gui_labels(self): - vlayout = QVBoxLayout() - vlayout.setContentsMargins(0, 0, 0, 0) - vlayout.setSpacing(1) + self.form = form = QFormLayout( + fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow, + objectName="editor-form-layout" + ) + layout.addLayout(self.form) - self.labels_edit = QTreeView() - self.labels_edit.setEditTriggers(QTreeView.CurrentChanged) - self.labels_edit.setRootIsDecorated(False) + self.name_edit = QLineEdit(objectName="name-editor") + self.name_edit.editingFinished.connect( + lambda: self.name_edit.isModified() and self.on_name_changed() + ) + form.addRow("Name:", self.name_edit) - self.labels_model = DictItemsModel() - self.labels_edit.setModel(self.labels_model) + vlayout = QVBoxLayout(margin=0, spacing=1) + self.labels_edit = view = QTreeView( + objectName="annotation-pairs-edit", + rootIsDecorated=False, + editTriggers=QTreeView.DoubleClicked | QTreeView.EditKeyPressed, + ) + self.labels_model = model = DictItemsModel() + view.setModel(model) - self.labels_edit.selectionModel().selectionChanged.connect( + view.selectionModel().selectionChanged.connect( self.on_label_selection_changed) + agrp = QActionGroup(view, objectName="annotate-action-group") + action_add = QAction( + "+", self, objectName="action-add-label", + toolTip="Add a new label.", + shortcut=QKeySequence(QKeySequence.New), + shortcutContext=Qt.WidgetShortcut + ) + action_delete = QAction( + "\N{MINUS SIGN}", self, objectName="action-delete-label", + toolTip="Remove selected label.", + shortcut=QKeySequence(QKeySequence.Delete), + shortcutContext=Qt.WidgetShortcut + ) + agrp.addAction(action_add) + agrp.addAction(action_delete) + view.addActions([action_add, action_delete]) + + def add_label(): + row = [QStandardItem(), QStandardItem()] + model.appendRow(row) + idx = model.index(model.rowCount() - 1, 0) + view.setCurrentIndex(idx) + view.edit(idx) + + def remove_label(): + rows = view.selectionModel().selectedRows(0) + if rows: + assert len(rows) == 1 + idx = rows[0].row() + model.removeRow(idx) + + action_add.triggered.connect(add_label) + action_delete.triggered.connect(remove_label) + agrp.setEnabled(False) + + self.add_label_action = action_add + self.remove_label_action = action_delete + # Necessary signals to know when the labels change - self.labels_model.dataChanged.connect(self.on_labels_changed) - self.labels_model.rowsInserted.connect(self.on_labels_changed) - self.labels_model.rowsRemoved.connect(self.on_labels_changed) + model.dataChanged.connect(self.on_labels_changed) + model.rowsInserted.connect(self.on_labels_changed) + model.rowsRemoved.connect(self.on_labels_changed) vlayout.addWidget(self.labels_edit) hlayout = QHBoxLayout() hlayout.setContentsMargins(0, 0, 0, 0) - hlayout.setSpacing(1) - self.add_label_action = QAction( - "+", self, - toolTip="Add a new label.", - triggered=self.on_add_label, - enabled=False, - shortcut=QKeySequence(QKeySequence.New)) - - self.remove_label_action = QAction( - unicodedata.lookup("MINUS SIGN"), self, - toolTip="Remove selected label.", - triggered=self.on_remove_label, - enabled=False, - shortcut=QKeySequence(QKeySequence.Delete)) - - button_size = gui.toolButtonSizeHint() - button_size = QSize(button_size, button_size) - - button = QToolButton(self) - button.setFixedSize(button_size) - button.setDefaultAction(self.add_label_action) + button = FixedSizeButton( + self, defaultAction=self.add_label_action, + accessibleName="Add", + ) hlayout.addWidget(button) - button = QToolButton(self) - button.setFixedSize(button_size) - button.setDefaultAction(self.remove_label_action) + button = FixedSizeButton( + self, defaultAction=self.remove_label_action, + accessibleName="Remove", + ) + hlayout.addWidget(button) hlayout.addStretch(10) vlayout.addLayout(hlayout) + form.addRow("Labels:", vlayout) - self.main_form.addRow("Labels:", vlayout) - - def set_data(self, var): - """Set the variable to edit. + def set_data(self, var, transform=()): + # type: (Optional[Variable], Sequence[Transform]) -> None + """ + Set the variable to edit. """ self.clear() self.var = var - if var is not None: - self.name_edit.setText(var.name) - self.labels_model.set_dict(dict(var.attributes)) - self.add_label_action.setEnabled(True) + name = var.name + annotations = var.annotations + for tr in transform: + if isinstance(tr, Rename): + name = tr.name + elif isinstance(tr, Annotate): + annotations = tr.annotations + self.name_edit.setText(name) + self.labels_model.set_dict(dict(annotations)) + self.add_label_action.actionGroup().setEnabled(True) else: - self.add_label_action.setEnabled(False) - self.remove_label_action.setEnabled(False) + self.add_label_action.actionGroup().setEnabled(False) def get_data(self): """Retrieve the modified variable. """ - name = str(self.name_edit.text()).strip() - labels = self.labels_model.get_dict() - - # Is the variable actually changed. - if self.var is not None and not self.is_same(): - var = type(self.var)(name) - var.attributes.update(labels) - self.var = var - else: - var = self.var - - return var - - def is_legal(self): - name = str(self.name_edit.text()).strip() - return not len(name) == 0 - - def is_same(self): - """Is the current model state the same as the input. - """ - name = str(self.name_edit.text()).strip() - labels = self.labels_model.get_dict() - return (self.var is not None and name == self.var.name and - labels == self.var.attributes) + if self.var is None: + return None, [] + name = self.name_edit.text().strip() + labels = tuple(sorted(self.labels_model.get_dict().items())) + tr = [] + if self.var.name != name: + tr.append(Rename(name)) + if self.var.annotations != labels: + tr.append(Annotate(labels)) + return self.var, tr def clear(self): """Clear the editor state. """ self.var = None self.name_edit.setText("") - self.labels_model.set_dict({}) - - def maybe_commit(self): - if not self.is_same() and self.is_legal(): - self.commit() - - def commit(self): - """Emit a ``variable_changed()`` signal. - """ - self.variable_changed.emit() + self.labels_model.setRowCount(0) @Slot() def on_name_changed(self): - self.maybe_commit() - - @Slot() - def on_labels_changed(self, *args): - self.maybe_commit() - - @Slot() - def on_add_label(self): - self.labels_model.appendRow([QStandardItem(""), QStandardItem("")]) - row = self.labels_model.rowCount() - 1 - index = self.labels_model.index(row, 0) - self.labels_edit.edit(index) + self.variable_changed.emit() @Slot() - def on_remove_label(self): - rows = self.labels_edit.selectionModel().selectedRows() - if rows: - row = rows[0] - self.labels_model.removeRow(row.row()) + def on_labels_changed(self): + self.variable_changed.emit() @Slot() def on_label_selection_changed(self): @@ -297,116 +401,279 @@ def on_label_selection_changed(self): self.remove_label_action.setEnabled(bool(len(selected))) -class DiscreteVariableEditor(VariableEditor): - """An editor widget for editing a discrete variable. +@contextmanager +def disconnected(signal, slot, connection_type=Qt.AutoConnection): + signal.disconnect(slot) + try: + yield + finally: + signal.connect(slot, connection_type) + + +#: In 'reordable' models holds the original position of the item +#: (if applicable). +SourcePosRole = Qt.UserRole +#: The original name +SourceNameRole = Qt.UserRole + 2 + +#: The added/dropped state (type is ItemEditState) +EditStateRole = Qt.UserRole + 1 - Extends the :class:`VariableEditor` to enable editing of - variables values. +class ItemEditState: + NoState = 0 + Dropped = 1 + Added = 2 + + +class CategoriesEditDelegate(QStyledItemDelegate): """ - def setup_gui(self): - layout = QVBoxLayout() - self.setLayout(layout) + Display delegate for editing categories (styled display for add, + remove and rename operations). + """ + def initStyleOption(self, option, index): + # type: (QStyleOptionViewItem, QModelIndex)-> None + super().initStyleOption(option, index) + text = str(index.data(Qt.EditRole)) + editstate = index.data(EditStateRole) + sourcename = index.data(SourceNameRole) + suffix = None + if editstate == ItemEditState.Dropped: + option.state &= ~QStyle.State_Enabled + option.font.setStrikeOut(True) + text = sourcename + suffix = "(dropped)" + elif editstate == ItemEditState.Added: + suffix = "(added)" + elif isinstance(sourcename, str) and sourcename != text: + text = "{sourcename} \N{RIGHTWARDS ARROW} {text}".format( + sourcename=sourcename, text=text + ) + + if suffix is not None: + text = text + " " + suffix + option.text = text - self.main_form = QFormLayout() - self.main_form.setFieldGrowthPolicy(QFormLayout.AllNonFixedFieldsGrow) - layout.addLayout(self.main_form) - self._setup_gui_name() - self._setup_gui_values() - self._setup_gui_labels() +class DiscreteVariableEditor(VariableEditor): + """An editor widget for editing a discrete variable. - def _setup_gui_values(self): - vlayout = QVBoxLayout() - vlayout.setContentsMargins(0, 0, 0, 0) - vlayout.setSpacing(1) + Extends the :class:`VariableEditor` to enable editing of + variables values. + """ + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + form = self.layout().itemAt(0) + assert isinstance(form, QFormLayout) + + #: A list model of discrete variable's values. + self.values_model = itemmodels.PyListModel( + flags=Qt.ItemIsSelectable | Qt.ItemIsEnabled | Qt.ItemIsEditable + ) - self.values_edit = QListView() - self.values_edit.setEditTriggers(QTreeView.CurrentChanged) - self.values_model = itemmodels.PyListModel(flags=Qt.ItemIsSelectable | \ - Qt.ItemIsEnabled | Qt.ItemIsEditable) + vlayout = QVBoxLayout(spacing=1, margin=0) + self.values_edit = QListView( + editTriggers=QListView.DoubleClicked | QListView.EditKeyPressed + ) + self.values_edit.setItemDelegate(CategoriesEditDelegate(self)) self.values_edit.setModel(self.values_model) + self.values_model.dataChanged.connect(self.on_values_changed) self.values_edit.selectionModel().selectionChanged.connect( self.on_value_selection_changed) - - self.values_model.dataChanged.connect(self.on_values_changed) + self.values_model.layoutChanged.connect(self.on_value_selection_changed) + self.values_model.rowsMoved.connect(self.on_value_selection_changed) vlayout.addWidget(self.values_edit) - hlayout = QHBoxLayout() - hlayout.setContentsMargins(0, 0, 0, 0) - hlayout.setSpacing(1) + hlayout = QHBoxLayout(spacing=1, margin=0) + + self.categories_action_group = group = QActionGroup( + self, objectName="action-group-categories", enabled=False + ) self.move_value_up = QAction( - unicodedata.lookup("UPWARDS ARROW"), self, - toolTip="Move up.", - triggered=self.move_up, - enabled=False, - shortcut=QKeySequence(QKeySequence.New)) + "\N{UPWARDS ARROW}", group, + toolTip="Move the selected item up.", + shortcut=QKeySequence(Qt.ControlModifier | Qt.AltModifier | + Qt.Key_BracketLeft), + shortcutContext=Qt.WidgetShortcut, + ) + self.move_value_up.triggered.connect(self.move_up) self.move_value_down = QAction( - unicodedata.lookup("DOWNWARDS ARROW"), self, - toolTip="Move down.", - triggered=self.move_down, - enabled=False, - shortcut=QKeySequence(QKeySequence.Delete)) - - button_size = gui.toolButtonSizeHint() - button_size = QSize(button_size, button_size) - - button = QToolButton(self) - button.setFixedSize(button_size) - button.setDefaultAction(self.move_value_up) - hlayout.addWidget(button) + "\N{DOWNWARDS ARROW}", group, + toolTip="Move the selected item down.", + shortcut=QKeySequence(Qt.ControlModifier | Qt.AltModifier | + Qt.Key_BracketRight), + shortcutContext=Qt.WidgetShortcut, + ) + self.move_value_down.triggered.connect(self.move_down) + + self.add_new_item = QAction( + "+", group, + objectName="action-add-item", + toolTip="Append a new item.", + shortcut=QKeySequence(QKeySequence.New), + shortcutContext=Qt.WidgetShortcut, + ) + self.remove_item = QAction( + "\N{MINUS SIGN}", group, + objectName="action-remove-item", + toolTip="Delete the selected item.", + shortcut=QKeySequence(QKeySequence.Delete), + shortcutContext=Qt.WidgetShortcut, + ) + + self.add_new_item.triggered.connect(self._add_category) + self.remove_item.triggered.connect(self._remove_category) + + button1 = FixedSizeButton( + self, defaultAction=self.move_value_up, + accessibleName="Move up" + ) + button2 = FixedSizeButton( + self, defaultAction=self.move_value_down, + accessibleName="Move down" + ) + button3 = FixedSizeButton( + self, defaultAction=self.add_new_item, + accessibleName="Add" + ) + button4 = FixedSizeButton( + self, defaultAction=self.remove_item, + accessibleName="Remove" + ) + self.values_edit.addActions([self.move_value_up, self.move_value_down, + self.add_new_item, self.remove_item]) + hlayout.addWidget(button1) + hlayout.addWidget(button2) + hlayout.addSpacing(3) + hlayout.addWidget(button3) + hlayout.addWidget(button4) - button = QToolButton(self) - button.setFixedSize(button_size) - button.setDefaultAction(self.move_value_down) - hlayout.addWidget(button) hlayout.addStretch(10) vlayout.addLayout(hlayout) - self.main_form.addRow("Values:", vlayout) + form.insertRow(1, "Values:", vlayout) - def set_data(self, var): - """Set the variable to edit - """ - VariableEditor.set_data(self, var) - self.values_model[:] = list(var.values) if var is not None else [] + QWidget.setTabOrder(self.name_edit, self.values_edit) + QWidget.setTabOrder(self.values_edit, button1) + QWidget.setTabOrder(button1, button2) + QWidget.setTabOrder(button2, button3) + QWidget.setTabOrder(button3, button4) - def get_data(self): - """Retrieve the modified variable + def set_data(self, var, transform=()): + # type: (Optional[Categorical], Sequence[Transform]) -> None """ - name = str(self.name_edit.text()).strip() - labels = self.labels_model.get_dict() - values = map(str, self.values_model) - - if self.var is not None and not self.is_same(): - var = type(self.var)(name, values=values) - var.attributes.update(labels) - self.var = var + Set the variable to edit. + """ + super().set_data(var, transform) + tr = None # type: Optional[CategoriesMapping] + for tr_ in transform: + if isinstance(tr_, CategoriesMapping): + tr = tr_ + + items = [] + if tr is not None: + ci_index = {c: i for i, c in enumerate(var.categories)} + for ci, cj in tr.mapping: + if ci is None and cj is not None: + # level added + item = { + Qt.EditRole: cj, + EditStateRole: ItemEditState.Added, + SourcePosRole: None + } + elif ci is not None and cj is None: + # ci level dropped + item = { + Qt.EditRole: ci, + EditStateRole: ItemEditState.Dropped, + SourcePosRole: ci_index[ci], + SourceNameRole: ci + } + elif ci is not None and cj is not None: + # rename or reorder + item = { + Qt.EditRole: cj, + EditStateRole: ItemEditState.NoState, + SourcePosRole: ci_index[ci], + SourceNameRole: ci + } + else: + assert False, "invalid mapping: {!r}".format(tr.mapping) + items.append(item) + elif var is not None: + items = [ + {Qt.EditRole: c, + EditStateRole: ItemEditState.NoState, + SourcePosRole: i, + SourceNameRole: c} + for i, c in enumerate(var.categories) + ] else: - var = self.var - - return var + items = [] + + with disconnected(self.values_model.dataChanged, + self.on_values_changed): + self.values_model.clear() + self.values_model.insertRows(0, len(items)) + for i, item in enumerate(items): + self.values_model.setItemData( + self.values_model.index(i, 0), + item + ) + self.add_new_item.actionGroup().setEnabled(var is not None) + + def __categories_mapping(self): + # type: () -> CategoriesMappingType + model = self.values_model + source = self.var.categories + + res = [] + for i in range(model.rowCount()): + midx = model.index(i, 0) + category = midx.data(Qt.EditRole) + source_pos = midx.data(SourcePosRole) # type: Optional[int] + if source_pos is not None: + source_name = source[source_pos] + else: + source_name = None + state = midx.data(EditStateRole) + if state == ItemEditState.Dropped: + res.append((source_name, None)) + elif state == ItemEditState.Added: + res.append((None, category)) + else: + res.append((source_name, category)) + return res - def is_same(self): - """Is the current model state the same as the input. + def get_data(self): + """Retrieve the modified variable """ - values = list(map(str, self.values_model)) - return (VariableEditor.is_same(self) and self.var is not None and - self.var.values == values) + var, tr = super().get_data() + if var is None: + return var, tr + mapping = self.__categories_mapping() + if any(_1 != _2 or _2 != _3 + for (_1, _2), _3 in zip_longest(mapping, var.categories)): + tr.append(CategoriesMapping(mapping)) + return var, tr def clear(self): """Clear the model state. """ - VariableEditor.clear(self) + super().clear() self.values_model.clear() def move_rows(self, rows, offset): + if not rows: + return + assert len(rows) == 1 i = rows[0].row() - self.values_model[i], self.values_model[i+offset] = \ - self.values_model[i+offset], self.values_model[i] - self.maybe_commit() + if offset > 0: + offset += 1 + self.values_model.moveRows(QModelIndex(), i, 1, QModelIndex(), i + offset) + self.variable_changed.emit() def move_up(self): rows = self.values_edit.selectionModel().selectedRows() @@ -418,49 +685,157 @@ def move_down(self): @Slot() def on_values_changed(self): - self.maybe_commit() + self.variable_changed.emit() @Slot() def on_value_selection_changed(self): - i = self.values_edit.selectionModel().selectedRows()[0].row() - self.move_value_up.setEnabled(i) - self.move_value_down.setEnabled(i != len(self.var.values)-1) + rows = self.values_edit.selectionModel().selectedRows() + if rows: + i = rows[0].row() + self.move_value_up.setEnabled(i) + self.move_value_down.setEnabled(i != self.values_model.rowCount() - 1) + else: + self.move_value_up.setEnabled(False) + self.move_value_down.setEnabled(False) + + def _remove_category(self): + """ + Remove the current selected category. + + If the item is an existing category present in the source variable it + is marked as removed in the view. But if it was added in the set + transformation it is removed entirely from the model and view. + """ + view = self.values_edit + rows = view.selectionModel().selectedRows(0) + if not rows: + return + assert len(rows) == 1 + index = rows[0] # type: QModelIndex + model = index.model() + state = index.data(EditStateRole) + pos = index.data(Qt.UserRole) + if pos is not None and pos >= 0: + # existing level -> only mark/toggle its dropped state + model.setData( + index, + ItemEditState.Dropped if state != ItemEditState.Dropped + else ItemEditState.NoState, + EditStateRole) + elif state == ItemEditState.Added: + # new level -> remove it + model.removeRow(index.row()) + else: + assert False, "invalid state '{}' for {}" \ + .format(state, index.row()) + + def _add_category(self): + """ + Add a new category + """ + view = self.values_edit + model = view.model() + + with disconnected(model.dataChanged, self.on_values_changed, + Qt.UniqueConnection): + row = model.rowCount() + if not model.insertRow(model.rowCount()): + return + index = model.index(row, 0) + model.setItemData( + index, { + Qt.EditRole: "", + SourcePosRole: None, + EditStateRole: ItemEditState.Added + } + ) + view.setCurrentIndex(index) + view.edit(index) + self.on_values_changed() + class ContinuousVariableEditor(VariableEditor): - # TODO: enable editing of number_of_decimals, scientific format ... + # TODO: enable editing of display format... pass class TimeVariableEditor(VariableEditor): - """An editor widget for editing a Time variable. + # TODO: enable editing of display format... + pass - Extends the :class:`VariableEditor` to enable editing of - time variables. - """ - def get_data(self): - """Retrieve the modified variable""" - name = str(self.name_edit.text()).strip() - labels = self.labels_model.get_dict() - - # Is the variable actually changed. - if self.var is not None and not self.is_same(): - var = type(self.var)(name) - var.attributes.update(labels) - var.have_date = self.var.have_date - var.have_time = self.var.have_time - self.var = var - else: - var = self.var +def variable_icon(var): + # type: (Variable) -> QIcon + if isinstance(var, Categorical): + return gui.attributeIconDict[1] + elif isinstance(var, Real): + return gui.attributeIconDict[2] + elif isinstance(var, String): + return gui.attributeIconDict[3] + elif isinstance(var, Time): + return gui.attributeIconDict[4] + else: + return gui.attributeIconDict[-1] - return var + +#: ItemDataRole storing the variable transform (`List[Transform]`) +TransformRole = Qt.UserRole + 42 + + +class VariableEditDelegate(QStyledItemDelegate): + def initStyleOption(self, option, index): + # type: (QStyleOptionViewItem, QModelIndex) -> None + super().initStyleOption(option, index) + item = index.data(Qt.EditRole) + var = tr = None + if isinstance(item, VariableTypes): + var = item + option.icon = variable_icon(item) + elif isinstance(item, Orange.data.Variable): + var = item + option.icon = gui.attributeIconDict[var] + + if not option.icon.isNull(): + option.features |= QStyleOptionViewItem.HasDecoration + + transform = index.data(TransformRole) + if not isinstance(transform, list): + transform = [] + + if var is not None: + text = var.name + for tr in transform: + if isinstance(tr, Rename): + text = ("{} \N{RIGHTWARDS ARROW} {}" + .format(var.name, tr.name)) + option.text = text + if tr: + # mark as changed (maybe also change color, add text, ...) + option.font.setItalic(True) + + +# Item model for edited variables (Variable). Define a display role to be the +# source variable name. This is used only in keyboard search. The display is +# otherwise completely handled by a delegate. +class VariableListModel(itemmodels.PyListModel): + def data(self, index, role=Qt.DisplayRole): + # type: (QModelIndex, Qt.ItemDataRole) -> Any + row = index.row() + if not index.isValid() or not 0 <= row < self.rowCount(): + return None + if role == Qt.DisplayRole: + item = self[row] + if isinstance(item, VariableTypes): + return item.name + return super().data(index, role) class OWEditDomain(widget.OWWidget): name = "Edit Domain" - description = "Rename features and their values." + description = "Rename variables, edit categories and variable annotations." icon = "icons/EditDomain.svg" priority = 3125 + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) @@ -468,39 +843,48 @@ class Inputs: class Outputs: data = Output("Data", Orange.data.Table) + class Error(widget.OWWidget.Error): + duplicate_var_name = widget.Msg("A variable name is duplicated.") + settingsHandler = settings.DomainContextHandler() + settings_version = 2 - domain_change_hints = settings.ContextSetting({}) - selected_index = settings.ContextSetting({}) + _domain_change_store = settings.ContextSetting({}) + _selected_item = settings.ContextSetting(None) # type: Optional[str] - autocommit = settings.Setting(True) + want_control_area = False def __init__(self): super().__init__() - - self.data = None - self.input_vars = () + self.data = None # type: Optional[Orange.data.Table] + #: The current selected variable index + self.selected_index = -1 self._invalidated = False - box = gui.vBox(self.controlArea, "Domain Features") + mainlayout = self.mainArea.layout() + assert isinstance(mainlayout, QVBoxLayout) + layout = QHBoxLayout() + mainlayout.addLayout(layout) + box = QGroupBox("Variables") + box.setLayout(QVBoxLayout()) + layout.addWidget(box) - self.domain_model = itemmodels.VariableListModel() - self.domain_view = QListView( + self.variables_model = VariableListModel(parent=self) + self.variables_view = self.domain_view = QListView( selectionMode=QListView.SingleSelection, - uniformItemSizes=True + uniformItemSizes=True, ) - self.domain_view.setModel(self.domain_model) - self.domain_view.selectionModel().selectionChanged.connect( - self._on_selection_changed) - box.layout().addWidget(self.domain_view) - - box = gui.hBox(self.controlArea) - gui.button(box, self, "Reset Selected", callback=self.reset_selected) - gui.button(box, self, "Reset All", callback=self.reset_all) + self.variables_view.setItemDelegate(VariableEditDelegate(self)) + self.variables_view.setModel(self.variables_model) + self.variables_view.selectionModel().selectionChanged.connect( + self._on_selection_changed + ) + box.layout().addWidget(self.variables_view) - gui.auto_commit(self.controlArea, self, "autocommit", "Apply") + box = QGroupBox("Edit", ) + box.setLayout(QVBoxLayout(margin=4)) + layout.addWidget(box) - box = gui.vBox(self.mainArea, "Edit") self.editor_stack = QStackedWidget() self.editor_stack.addWidget(DiscreteVariableEditor()) @@ -510,12 +894,40 @@ def __init__(self): box.layout().addWidget(self.editor_stack) - self.Error.add_message( - "duplicate_var_name", - "A variable name is duplicated.") + bbox = QDialogButtonBox() + bbox.setStyleSheet( + "button-layout: {:d};".format(QDialogButtonBox.MacLayout)) + bapply = QPushButton( + "Apply", + objectName="button-apply", + toolTip="Apply changes and commit data on output.", + default=True, + autoDefault=False + ) + bapply.clicked.connect(self.commit) + breset = QPushButton( + "Reset Selected", + objectName="button-reset", + toolTip="Rest selected variable to its input state.", + autoDefault=False + ) + breset.clicked.connect(self.reset_selected) + breset_all = QPushButton( + "Reset All", + objectName="button-reset-all", + toolTip="Reset all variables to their input state.", + autoDefault=False + ) + breset_all.clicked.connect(self.reset_all) + + bbox.addButton(bapply, QDialogButtonBox.AcceptRole) + bbox.addButton(breset, QDialogButtonBox.ResetRole) + bbox.addButton(breset_all, QDialogButtonBox.ResetRole) + + mainlayout.addWidget(bbox) + self.variables_view.setFocus(Qt.NoFocusReason) # initial focus @Inputs.data - @check_sql_input def set_data(self, data): """Set input dataset.""" self.closeContext() @@ -523,147 +935,220 @@ def set_data(self, data): self.data = data if self.data is not None: - self._initialize() + self.set_domain(data.domain) self.openContext(self.data) self._restore() - self.unconditional_commit() + self.commit() def clear(self): """Clear the widget state.""" self.data = None - self.domain_model[:] = [] - self.input_vars = [] - self.domain_change_hints = {} + self.variables_model.clear() + assert self.selected_index == -1 self.selected_index = -1 + self._selected_item = None + self._domain_change_store = {} + def reset_selected(self): """Reset the currently selected variable to its original state.""" ind = self.selected_var_index() if ind >= 0: - var = self.input_vars[ind] - desc = variable_description(var, skip_attributes=True) - if desc in self.domain_change_hints: - del self.domain_change_hints[desc] - - self.domain_model[ind] = var - self.editor_stack.currentWidget().set_data(var) + model = self.variables_model + midx = model.index(ind) + var = midx.data(Qt.EditRole) + tr = midx.data(TransformRole) + if not tr: + return # nothing to reset + editor = self.editor_stack.currentWidget() + with disconnected(editor.variable_changed, + self._on_variable_changed): + model.setData(midx, [], TransformRole) + editor.set_data(var, []) self._invalidate() def reset_all(self): """Reset all variables to their original state.""" - self.domain_change_hints = {} + self._domain_change_store = {} if self.data is not None: - # To invalidate stored hints - self.domain_model[:] = self.input_vars - itemmodels.select_row(self.domain_view, self.selected_index) + model = self.variables_model + for i in range(model.rowCount()): + midx = model.index(i) + model.setData(midx, [], TransformRole) + index = self.selected_var_index() + if index >= 0: + self.open_editor(index) self._invalidate() def selected_var_index(self): - """Return the selected row in 'Domain Features' view.""" - rows = self.domain_view.selectedIndexes() + """Return the current selected variable index.""" + rows = self.variables_view.selectedIndexes() assert len(rows) <= 1 return rows[0].row() if rows else -1 - def _initialize(self): - domain = self.data.domain - self.input_vars = domain.variables + domain.metas - self.domain_model[:] = list(self.input_vars) - - def _restore(self): - # Restore the variable states from saved settings. - def transform(var): - vdesc = variable_description(var, skip_attributes=True) - if vdesc in self.domain_change_hints: - return variable_from_description( - self.domain_change_hints[vdesc], - compute_value=Orange.preprocess.transformation.Identity(var)) - else: - return var + def set_domain(self, domain): + # type: (Orange.data.Domain) -> None + self.variables_model[:] = [abstract(v) + for v in domain.variables + domain.metas] - self.domain_model[:] = map(transform, self.input_vars) - - # Restore the variable selection if possible - index = self.selected_index - if index >= len(self.input_vars): - index = 0 if len(self.input_vars) else -1 - if index >= 0: - itemmodels.select_row(self.domain_view, index) + def _restore(self, ): + """ + Restore the edit transform from saved state. + """ + model = self.variables_model + for i in range(model.rowCount()): + midx = model.index(i, 0) + var = model.data(midx, Qt.EditRole) + tr = self._restore_transform(var) + if tr: + model.setData(midx, tr, TransformRole) + + # Restore the current variable selection + i = -1 + if self._selected_item is not None: + for i, var in enumerate(model): + if var.name == self._selected_item: + break + if i == -1 and model.rowCount(): + i = 0 + + if i != -1: + itemmodels.select_row(self.variables_view, i) def _on_selection_changed(self): self.selected_index = self.selected_var_index() + if self.selected_index != -1: + self._selected_item = self.variables_model[self.selected_index].name + else: + self._selected_item = None self.open_editor(self.selected_index) def open_editor(self, index): + # type: (int) -> None self.clear_editor() - if index < 0: + model = self.variables_model + if not 0 <= index < model.rowCount(): return - - var = self.domain_model[index] - - editor_index = 3 - if var.is_discrete: - editor_index = 0 - # TimeVariable is also continuous, first check if time - elif var.is_time: - editor_index = 2 - elif var.is_continuous: - editor_index = 1 + idx = model.index(index, 0) + var = model.data(idx, Qt.EditRole) + tr = model.data(idx, TransformRole) + if tr is None: + tr = [] + + editors = { + Categorical: 0, + Real: 1, + Time: 2, + String: 3 + } + + editor_index = editors.get(type(var), 3) editor = self.editor_stack.widget(editor_index) self.editor_stack.setCurrentWidget(editor) - - editor.set_data(var) - editor.variable_changed.connect(self._on_variable_changed) + editor.set_data(var, tr) + editor.variable_changed.connect( + self._on_variable_changed, Qt.UniqueConnection + ) def clear_editor(self): current = self.editor_stack.currentWidget() try: current.variable_changed.disconnect(self._on_variable_changed) - except Exception: + except TypeError: pass current.set_data(None) + @Slot() def _on_variable_changed(self): """User edited the current variable in editor.""" - assert 0 <= self.selected_index <= len(self.domain_model) + assert 0 <= self.selected_index <= len(self.variables_model) editor = self.editor_stack.currentWidget() - - # Replace the variable in the 'Domain Features' view/model - old_var = self.input_vars[self.selected_index] - new_var = editor.get_data().copy( - compute_value=Orange.preprocess.transformation.Identity(old_var) - ) - self.domain_model[self.selected_index] = new_var - - - # Store the transformation hint. - old_var_desc = variable_description(old_var, skip_attributes=True) - self.domain_change_hints[old_var_desc] = variable_description(new_var) - + var, transform = editor.get_data() + model = self.variables_model + midx = model.index(self.selected_index, 0) + model.setData(midx, transform, TransformRole) + self._store_transform(var, transform) self._invalidate() + def _store_transform(self, var, transform): + # type: (Variable, List[Transform]) -> None + self._domain_change_store[deconstruct(var)] = [deconstruct(t) for t in transform] + + def _restore_transform(self, var): + # type: (Variable) -> List[Transform] + tr_ = self._domain_change_store.get(deconstruct(var), []) + tr = [] + + for t in tr_: + try: + tr.append(reconstruct(*t)) + except (NameError, TypeError) as err: + warnings.warn( + "Failed to restore transform: {}, {!r}".format(t, err), + UserWarning, stacklevel=2 + ) + return tr + def _invalidate(self): - self.commit() + self._set_modified(True) + + def _set_modified(self, state): + self._invalidated = state + b = self.findChild(QPushButton, "button-apply") + if isinstance(b, QPushButton): + f = b.font() + f.setItalic(state) + b.setFont(f) def commit(self): - """Send the changed data to output.""" - new_data = None - var_names = [vn.name for vn in self.domain_model] + """ + Apply the changes to the input data and send the changed data to output. + """ + self._set_modified(False) self.Error.duplicate_var_name.clear() - if self.data is not None: - if len(var_names) == len(set(var_names)): - input_domain = self.data.domain - n_attrs = len(input_domain.attributes) - n_class_vars = len(input_domain.class_vars) - all_new_vars = list(self.domain_model) - attrs = all_new_vars[: n_attrs] - class_vars = all_new_vars[n_attrs: n_attrs + n_class_vars] - new_metas = all_new_vars[n_attrs + n_class_vars:] - new_domain = Orange.data.Domain(attrs, class_vars, new_metas) - new_data = self.data.transform(new_domain) + + data = self.data + if data is None: + self.Outputs.data.send(None) + return + model = self.variables_model + + def state(i): + # type: (int) -> Tuple[Variable, List[Transform]] + midx = self.variables_model.index(i, 0) + return (model.data(midx, Qt.EditRole), + model.data(midx, TransformRole)) + + state = [state(i) for i in range(model.rowCount())] + if all(tr is None or not tr for _, tr in state): + self.Outputs.data.send(data) + return + + output_vars = [] + input_vars = data.domain.variables + data.domain.metas + assert all(v_.name == v.name + for v, (v_, _) in zip(input_vars, state)) + for (_, tr), v in zip(state, input_vars): + if tr is not None and len(tr) > 0: + var = apply_transform(v, tr) else: - self.Error.duplicate_var_name() + var = v + output_vars.append(var) + + if len(output_vars) != len({v.name for v in output_vars}): + self.Error.duplicate_var_name() + self.Outputs.data.send(None) + return + domain = data.domain + nx = len(domain.attributes) + ny = len(domain.class_vars) + domain = Orange.data.Domain( + output_vars[:nx], output_vars[nx: nx + ny], output_vars[nx + ny:] + ) + new_data = data.transform(domain) + # print(new_data) self.Outputs.data.send(new_data) def sizeHint(self): @@ -671,99 +1156,324 @@ def sizeHint(self): return sh.expandedTo(QSize(660, 550)) def send_report(self): + if self.data is not None: - self.report_raw("", EditDomainReport( - old_domain=chain(self.data.domain.variables, self.data.domain.metas), - new_domain=self.domain_model).to_html()) + model = self.variables_model + state = ((model.data(midx, Qt.EditRole), + model.data(midx, TransformRole)) + for i in range(model.rowCount()) + for midx in [model.index(i)]) + parts = [] + for var, trs in state: + if trs: + parts.append(report_transform(var, trs)) + if parts: + html = ("

    " + + "".join(map("
  • {}
  • ".format, parts)) + + "
") + else: + html = "No changes" + self.report_raw("", html) else: self.report_data(None) - -class EditDomainReport: - """Report creator for changes made in the OWEditDomain widget. + @classmethod + def migrate_context(cls, context, version): + # pylint: disable=bad-continuation + if version is None or version <= 1: + hints_ = context.values.get("domain_change_hints", ({}, -2))[0] + store = [] + ns = "Orange.data.variable" + mapping = { + "DiscreteVariable": + lambda name, args, attrs: + ("Categorical", (name, tuple(args[0][1]), None, ())), + "TimeVariable": + lambda name, _, attrs: + ("Time", (name, ())), + "ContinuousVariable": + lambda name, _, attrs: + ("Real", (name, (3, "f"), ())), + "StringVariable": + lambda name, _, attrs: + ("String", (name, ())), + } + for (module, class_name, *rest), target in hints_.items(): + if module != ns: + continue + f = mapping.get(class_name) + if f is None: + continue + trs = [] + key_mapped = f(*rest) + item_mapped = f(*target[2:]) + src = reconstruct(*key_mapped) # type: Variable + dst = reconstruct(*item_mapped) # type: Variable + if src.name != dst.name: + trs.append(Rename(dst.name)) + if src.annotations != dst.annotations: + trs.append(Annotate(dst.annotations)) + if isinstance(src, Categorical): + if src.categories != dst.categories: + assert len(src.categories) == len(dst.categories) + trs.append(CategoriesMapping( + list(zip(src.categories, dst.categories)))) + store.append((deconstruct(src), [deconstruct(tr) for tr in trs])) + context.values["_domain_change_store"] = (dict(store), -2) + + +def report_transform(var, trs): + # type: (Variable, List[Transform]) -> str + """ + Return a html fragment summarizing the changes applied by `trs` list. Parameters ---------- - old_domain : list of Variable - input variables - new_domain : list of Variable - variables with applied changes + var : Variable + A variable descriptor no which trs operates + trs : List[Transform] + A non empty list of `Transform` instances. + + Returns + ------- + report : str """ + # pylint: disable=too-many-branches + def strike(text): + return "{}".format(escape(text)) + + def i(text): + return "{}".format(escape(text)) + + def text(text): + return "{}".format(escape(text)) + assert trs + rename = annotate = catmap = None + + for tr in trs: + if isinstance(tr, Rename): + rename = tr + elif isinstance(tr, Annotate): + annotate = tr + elif isinstance(tr, CategoriesMapping): + catmap = tr + if rename is not None: + header = "{} → {}".format(var.name, rename.name) + else: + header = var.name + values_section = None + if catmap is not None: + values_section = ("Values", []) + lines = values_section[1] + for ci, cj in catmap.mapping: + if ci is None: + item = cj + (" " * 3) + "(added)" + elif cj is None: + item = strike(ci) + else: + item = ci + " → " + cj + lines.append(item) + + annotate_section = None + if annotate is not None: + annotate_section = ("Labels", []) + lines = annotate_section[1] + old = dict(var.annotations) + new = dict(annotate.annotations) + for name in sorted(set(old) - set(new)): + lines.append( + "" + i(name) + " : " + text(old[name]) + "" + ) + for name in sorted(set(new) - set(old)): + lines.append( + i(name) + " : " + text(new[name]) + " " * 3 + i("(new)") + ) + + for name in sorted(set(new) & set(old)): + if new[name] != old[name]: + lines.append( + i(name) + " : " + text(old[name]) + " → " + text(new[name]) + ) + + html = ["
{}
".format(header)] + for title, contents in filter(None, [values_section, annotate_section]): + section_header = "
{}:
".format(title) + section_contents = "
\n".join(contents) + html.append(section_header) + html.append( + "
" + + section_contents + + "
" + ) + return "\n".join(html) - VARIABLE_HTML = "
  • {}
  • ".format - INDENTED_ITEM = "
    {}
    ".format - - def __init__(self, old_domain, new_domain): - self.old_domain = old_domain - self.new_domain = new_domain - def to_html(self): - """Collect changes to variable names, values and labels - and render them to html. - """ - all_changes = [] - for old_var, new_var in zip(self.old_domain, self.new_domain): - changes = list(chain.from_iterable([ - self._section("Values", self._value_changes(old_var, new_var)), - self._section("Labels", self._label_changes(old_var, new_var)) - ])) - - padding_top = ".5em" if all_changes else "0" - if old_var.name != new_var.name: - all_changes.append(self.VARIABLE_HTML( - padding_top, "{} → {}".format(old_var.name, new_var.name))) - elif changes: - all_changes.append(self.VARIABLE_HTML(padding_top, old_var.name)) - all_changes.extend(changes) - return "
      {}
    ".format("".join(all_changes)) if all_changes else "No changes" - - def _section(self, name, changes): - """Generator that adds section name if there were any changes made.""" - changes = list(changes) - if changes: - yield "
    {}:
    ".format(name) - yield from changes - - def _value_changes(self, old_variable, new_variable): - """Generator of all renamed values""" - if not old_variable.is_discrete: - return - for old_value, new_value in zip(old_variable.values, new_variable.values): - if old_value != new_value: - yield self.INDENTED_ITEM("{} → {}".format(old_value, new_value)) +def abstract(var): + # type: (Orange.data.Variable) -> Variable + """ + Return `Varaible` descriptor for an `Orange.data.Variable` instance. - def _label_changes(self, old_variable, new_variable): - """Generator of all added, removed and modified labels""" - old_labels = old_variable.attributes - new_labels = new_variable.attributes + Parameters + ---------- + var : Orange.data.Variable - for name, value in new_labels.items(): - if name not in old_labels: - yield self.INDENTED_ITEM("{}: {}   (new)" - .format(name, value)) + Returns + ------- + var : Variable + """ + annotations = tuple(sorted( + (key, str(value)) + for key, value in var.attributes.items() + )) + if isinstance(var, Orange.data.DiscreteVariable): + values, base = var.values, var.base_value + base = values[base] if base >= 0 else None + return Categorical(var.name, tuple(values), base, annotations) + elif isinstance(var, Orange.data.TimeVariable): + return Time(var.name, annotations) + elif isinstance(var, Orange.data.ContinuousVariable): + return Real(var.name, (var.number_of_decimals, 'f'), annotations) + elif isinstance(var, Orange.data.StringVariable): + return String(var.name, annotations) + else: + raise TypeError - for name, value in old_labels.items(): - if name not in new_labels: - yield self.INDENTED_ITEM("{}: {}" - .format(name, value)) - for name in old_labels: - if name in new_labels and new_labels[name] != old_labels[name]: - yield self.INDENTED_ITEM("{}: {} → {}" - .format(name, old_labels[name], new_labels[name])) +def _parse_attributes(mapping): + # type: (Iterable[Tuple[str, str]]) -> Dict[str, Any] + # Use the same functionality that parses attributes + # when reading text files + return Orange.data.Flags([ + "{}={}".format(*item) for item in mapping + ]).attributes -def main(): +@singledispatch +def apply_transform(var, trs): + # type: (Orange.data.Variable, List[Transform]) -> Orange.data.Variable + """ + Apply a list of `Transform` instances on an `Orange.data.Variable`. + """ + raise NotImplementedError # pragma: no cover + + +@apply_transform.register(Orange.data.DiscreteVariable) +def apply_transform_discete(var, trs): + # type: (Orange.data.DiscreteVariable, ...) -> ... + name, annotations = var.name, var.attributes + base_value = var.base_value + mapping = None + for tr in trs: + if isinstance(tr, Rename): + name = tr.name + elif isinstance(tr, CategoriesMapping): + mapping = tr.mapping + elif isinstance(tr, Annotate): + annotations = _parse_attributes(tr.annotations) + + source_values = var.values + if mapping is not None: + dest_values = [cj for ci, cj in mapping if cj is not None] + else: + dest_values = var.values + + def positions(values): + rval = {c: i for i, c in enumerate(values)} + assert len(rval) == len(values) + return rval + source_codes = positions(source_values) + dest_codes = positions(dest_values) + if mapping is not None: + # construct a lookup table + lookup = np.full(len(source_values), np.nan, dtype=np.float) + for ci, cj in mapping: + if ci is not None and cj is not None: + i, j = source_codes[ci], dest_codes[cj] + lookup[i] = j + + if base_value != -1: + base_value = lookup[base_value] + if np.isnan(base_value): + base_value = -1 + lookup = Lookup(var, lookup) + else: + lookup = Identity(var) + variable = Orange.data.DiscreteVariable( + name, values=dest_values, base_value=base_value, compute_value=lookup + ) + variable.attributes.update(annotations) + return variable + + +@apply_transform.register(Orange.data.ContinuousVariable) +def apply_transform_continuous(var, trs): + # type: (Orange.data.ContinuousVariable, ...) -> ... + name, annotations = var.name, var.attributes + for tr in trs: + if isinstance(tr, Rename): + name = tr.name + elif isinstance(tr, Annotate): + annotations = _parse_attributes(tr.annotations) + variable = Orange.data.ContinuousVariable( + name=name, number_of_decimals=var.number_of_decimals, + compute_value=Identity(var) + ) + variable.attributes.update(annotations) + return variable + + +@apply_transform.register(Orange.data.TimeVariable) +def apply_transform_time(var, trs): + # type: (Orange.data.TimeVariable, ...) -> ... + name, annotations = var.name, var.attributes + for tr in trs: + if isinstance(tr, Rename): + name = tr.name + elif isinstance(tr, Annotate): + annotations = _parse_attributes(tr.annotations) + variable = Orange.data.TimeVariable( + name=name, have_date=var.have_date, have_time=var.have_time, + compute_value=Identity(var) + ) + variable.attributes.update(annotations) + return variable + + +@apply_transform.register(Orange.data.StringVariable) +def apply_transform_string(var, trs): + # type: (Orange.data.StringVariable, ...) -> ... + name, annotations = var.name, var.attributes + for tr in trs: + if isinstance(tr, Rename): + name = tr.name + elif isinstance(tr, Annotate): + annotations = _parse_attributes(tr.annotations) + variable = Orange.data.StringVariable( + name=name, compute_value=Identity(var) + ) + variable.attributes.update(annotations) + return variable + + +def main(argv=None): # pragma: no cover from AnyQt.QtWidgets import QApplication - app = QApplication([]) + app = QApplication(argv or []) + argv = app.arguments() w = OWEditDomain() - data = Orange.data.Table("iris") + if len(argv) > 1: + filename = argv[1] + else: + filename = "iris" + data = Orange.data.Table(filename) w.set_data(data) w.show() w.raise_() - - return app.exec_() + rval = app.exec() + w.set_data(None) + w.saveSettings() + w.onDeleteWidget() + return rval -if __name__ == "__main__": - main() +if __name__ == "__main__": # pragma: no cover + sys.exit(main(sys.argv)) diff --git a/Orange/widgets/data/owfeatureconstructor.py b/Orange/widgets/data/owfeatureconstructor.py index 0622dabaeea..16d0b03eb94 100644 --- a/Orange/widgets/data/owfeatureconstructor.py +++ b/Orange/widgets/data/owfeatureconstructor.py @@ -333,6 +333,7 @@ class OWFeatureConstructor(OWWidget): description = "Construct new features (data columns) from a set of " \ "existing features in the input dataset." icon = "icons/FeatureConstructor.svg" + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/data/owfile.py b/Orange/widgets/data/owfile.py index ed5846c1783..4596deaac2e 100644 --- a/Orange/widgets/data/owfile.py +++ b/Orange/widgets/data/owfile.py @@ -77,7 +77,7 @@ class OWFile(widget.OWWidget, RecentPathsWComboMixin): icon = "icons/File.svg" priority = 10 category = "Data" - keywords = ["data", "file", "load", "read"] + keywords = ["file", "load", "read", "open"] class Outputs: data = Output("Data", Table, doc="Attribute-valued dataset read from the input file.") @@ -483,6 +483,15 @@ def dropEvent(self, event): self.source = self.LOCAL_FILE self.load_data() + def workflowEnvChanged(self, key, value, oldvalue): + """ + Function called when environment changes (e.g. while saving the scheme) + It make sure that all environment connected values are modified + (e.g. relative file paths are changed) + """ + self.update_file_list(key, value, oldvalue) + + if __name__ == "__main__": import sys from AnyQt.QtWidgets import QApplication diff --git a/Orange/widgets/data/owimpute.py b/Orange/widgets/data/owimpute.py index fb017a213dd..4e5d0c8da66 100644 --- a/Orange/widgets/data/owimpute.py +++ b/Orange/widgets/data/owimpute.py @@ -129,6 +129,7 @@ class OWImpute(OWWidget): description = "Impute missing values in the data table." icon = "icons/Impute.svg" priority = 2130 + keywords = ["substitute", "missing"] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/data/owmergedata.py b/Orange/widgets/data/owmergedata.py index e41cac0760b..eb276976a61 100644 --- a/Orange/widgets/data/owmergedata.py +++ b/Orange/widgets/data/owmergedata.py @@ -27,6 +27,7 @@ class OWMergeData(widget.OWWidget): description = "Merge datasets based on the values of selected features." icon = "icons/MergeData.svg" priority = 1110 + keywords = ["join"] class Inputs: data = Input("Data", Orange.data.Table, default=True, replaces=["Data A"]) diff --git a/Orange/widgets/data/owoutliers.py b/Orange/widgets/data/owoutliers.py index 8c77277ecfd..2b76d43432b 100644 --- a/Orange/widgets/data/owoutliers.py +++ b/Orange/widgets/data/owoutliers.py @@ -18,7 +18,7 @@ class OWOutliers(widget.OWWidget): icon = "icons/Outliers.svg" priority = 3000 category = "Data" - keywords = ["data", "outlier", "inlier"] + keywords = ["inlier"] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owpaintdata.py b/Orange/widgets/data/owpaintdata.py index 4c2e264b069..e868b2aa5c5 100644 --- a/Orange/widgets/data/owpaintdata.py +++ b/Orange/widgets/data/owpaintdata.py @@ -743,7 +743,7 @@ class OWPaintData(OWWidget): description = "Create data by painting data points on a plane." icon = "icons/PaintData.svg" priority = 60 - keywords = ["data", "paint", "create"] + keywords = ["create", "draw"] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/data/owpreprocess.py b/Orange/widgets/data/owpreprocess.py index 25b9727f342..568f5c2c28b 100644 --- a/Orange/widgets/data/owpreprocess.py +++ b/Orange/widgets/data/owpreprocess.py @@ -212,14 +212,14 @@ def __init__(self, parent=None, **kwargs): rb = QRadioButton( text=text, checked=self.__treatment == treatment) - group.addButton(rb, _enum_to_index(ContinuizeEditor._Type, - treatment)) + group.addButton(rb, enum_to_index(ContinuizeEditor._Type, + treatment)) self.layout().addWidget(rb) self.setSizePolicy(QSizePolicy.Minimum, QSizePolicy.Fixed) def setTreatment(self, treatment): - buttonid = _enum_to_index(ContinuizeEditor._Type, treatment) + buttonid = enum_to_index(ContinuizeEditor._Type, treatment) b = self.__group.button(buttonid) if b is not None: b.setChecked(True) @@ -237,7 +237,7 @@ def parameters(self): return {"multinomial_treatment": self.__treatment} def __on_buttonClicked(self): - self.__treatment = _index_to_enum( + self.__treatment = index_to_enum( ContinuizeEditor._Type, self.__group.checkedId()) self.changed.emit() self.edited.emit() @@ -636,13 +636,13 @@ def createinstance(params): raise NotImplementedError -def _index_to_enum(enum, i): +def index_to_enum(enum, i): """Enums, by default, are not int-comparable, so use an ad-hoc mapping of int to enum value at that position""" return list(enum)[i] -def _enum_to_index(enum, key): +def enum_to_index(enum, key): """Enums, by default, are not int-comparable, so use an ad-hoc mapping of enum key to its int position""" return list(enum).index(key) @@ -676,14 +676,16 @@ def __init__(self, parent=None, **kwargs): def setParameters(self, params): center = params.get("center", _Scale.CenteringType.Mean) scale = params.get("scale", _Scale.ScalingType.Std) - self.__centercb.setCurrentIndex(_enum_to_index(_Scale.CenteringType, center)) - self.__scalecb.setCurrentIndex(_enum_to_index(_Scale.ScalingType, scale)) + self.__centercb.setCurrentIndex( + enum_to_index(_Scale.CenteringType, center)) + self.__scalecb.setCurrentIndex( + enum_to_index(_Scale.ScalingType, scale)) def parameters(self): - return {"center": _index_to_enum(_Scale.CenteringType, - self.__centercb.currentIndex()), - "scale": _index_to_enum(_Scale.ScalingType, - self.__scalecb.currentIndex())} + return {"center": index_to_enum(_Scale.CenteringType, + self.__centercb.currentIndex()), + "scale": index_to_enum(_Scale.ScalingType, + self.__scalecb.currentIndex())} @staticmethod def createinstance(params): @@ -721,12 +723,13 @@ def __init__(self, parent=None, **kwargs): def setParameters(self, params): rand_type = params.get("rand_type", Randomize.RandomizeClasses) - self.__rand_type_cb.setCurrentIndex(_enum_to_index(_Randomize.Type, rand_type)) + self.__rand_type_cb.setCurrentIndex( + enum_to_index(_Randomize.Type, rand_type)) self.__rand_seed_ch.setChecked(params.get("rand_seed", 1) or 0) def parameters(self): - return {"rand_type": _index_to_enum(_Randomize.Type, - self.__rand_type_cb.currentIndex()), + return {"rand_type": index_to_enum(_Randomize.Type, + self.__rand_type_cb.currentIndex()), "rand_seed": 1 if self.__rand_seed_ch.isChecked() else None} @staticmethod @@ -869,7 +872,7 @@ def icon_path(basename): return pkg_resources.resource_filename(__name__, "icons/" + basename) -PREPROCESSORS = [ +PREPROCESS_ACTIONS = [ PreprocessAction( "Discretize", "orange.preprocess.discretize", "Discretization", Description("Discretize Continuous Variables", @@ -929,7 +932,7 @@ def icon_path(basename): # TODO: Extend with entry points here -# PREPROCESSORS += iter_entry_points("Orange.widgets.data.owpreprocess") +# PREPROCESS_ACTIONS += iter_entry_points("Orange.widgets.data.owpreprocess") # #### # The actual owwidget @@ -952,6 +955,7 @@ class OWPreprocess(widget.OWWidget): description = "Construct a data preprocessing pipeline." icon = "icons/Preprocess.svg" priority = 2105 + keywords = ["process"] class Inputs: data = Input("Data", Orange.data.Table) @@ -962,6 +966,8 @@ class Outputs: storedsettings = settings.Setting({}) autocommit = settings.Setting(True) + PREPROCESSORS = PREPROCESS_ACTIONS + CONTROLLER = Controller def __init__(self): super().__init__() @@ -996,13 +1002,14 @@ def mimeData(indexlist): box.layout().addWidget(view) #### - self._qname2ppdef = {ppdef.qualname: ppdef for ppdef in PREPROCESSORS} + self._qname2ppdef = {ppdef.qualname: ppdef for + ppdef in self.PREPROCESSORS} # List of 'selected' preprocessors and their parameters. self.preprocessormodel = None self.flow_view = SequenceFlow() - self.controler = Controller(self.flow_view, parent=self) + self.controler = self.CONTROLLER(self.flow_view, parent=self) self.overlay = OverlayWidget(self) self.overlay.setAttribute(Qt.WA_TransparentForMouseEvents) @@ -1026,7 +1033,7 @@ def mimeData(indexlist): self._initialize() def _initialize(self): - for pp_def in PREPROCESSORS: + for pp_def in self.PREPROCESSORS: description = pp_def.description if description.icon: icon = QIcon(description.icon) diff --git a/Orange/widgets/data/owpurgedomain.py b/Orange/widgets/data/owpurgedomain.py index 19a3c8b44a1..8f145de3122 100644 --- a/Orange/widgets/data/owpurgedomain.py +++ b/Orange/widgets/data/owpurgedomain.py @@ -13,7 +13,7 @@ class OWPurgeDomain(widget.OWWidget): "Sort values." icon = "icons/PurgeDomain.svg" category = "Data" - keywords = ["data", "purge", "domain"] + keywords = ["remove", "delete", "unused"] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owpythonscript.py b/Orange/widgets/data/owpythonscript.py index e64d2758833..d5fe0851a0b 100644 --- a/Orange/widgets/data/owpythonscript.py +++ b/Orange/widgets/data/owpythonscript.py @@ -368,6 +368,7 @@ class OWPythonScript(widget.OWWidget): description = "Write a Python script and run it on input data or models." icon = "icons/PythonScript.svg" priority = 3150 + keywords = ["file", "program"] class Inputs: data = Input("Data", Table, replaces=["in_data"], diff --git a/Orange/widgets/data/owrandomize.py b/Orange/widgets/data/owrandomize.py index 4c7356763ff..0c727cdf0db 100644 --- a/Orange/widgets/data/owrandomize.py +++ b/Orange/widgets/data/owrandomize.py @@ -15,6 +15,7 @@ class OWRandomize(OWWidget): description = "Randomize features, class and/or metas in data table." icon = "icons/Random.svg" priority = 2100 + keywords = [] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owrank.py b/Orange/widgets/data/owrank.py index 3cf563e68ac..a93242977e2 100644 --- a/Orange/widgets/data/owrank.py +++ b/Orange/widgets/data/owrank.py @@ -169,6 +169,7 @@ class OWRank(OWWidget): description = "Rank and filter data features by their relevance." icon = "icons/Rank.svg" priority = 1102 + keywords = [] buttons_area_orientation = Qt.Vertical diff --git a/Orange/widgets/data/owsave.py b/Orange/widgets/data/owsave.py index 2ab492dfb4e..00dca252ff6 100644 --- a/Orange/widgets/data/owsave.py +++ b/Orange/widgets/data/owsave.py @@ -1,79 +1,172 @@ import os.path +import pathlib + +from AnyQt.QtWidgets import QFormLayout +from AnyQt.QtCore import Qt from Orange.data.table import Table +from Orange.data.io import Compression, FileFormat, TabReader, CSVReader, PickleReader from Orange.widgets import gui, widget from Orange.widgets.settings import Setting -from Orange.data.io import FileFormat from Orange.widgets.utils import filedialogs from Orange.widgets.widget import Input +FILE_TYPES = [ + ("{} ({})".format(w.DESCRIPTION, w.EXTENSIONS[0]), + w.EXTENSIONS[0], + w.SUPPORT_SPARSE_DATA) + for w in (TabReader, CSVReader, PickleReader) +] + +COMPRESSIONS = [ + ("gzip ({})".format(Compression.GZIP), Compression.GZIP), + ("bzip2 ({})".format(Compression.BZIP2), Compression.BZIP2), + ("lzma ({})".format(Compression.XZ), Compression.XZ), +] + class OWSave(widget.OWWidget): name = "Save Data" description = "Save data to an output file." icon = "icons/Save.svg" category = "Data" - keywords = ["data", "save"] + keywords = [] class Inputs: data = Input("Data", Table) + class Error(widget.OWWidget.Error): + unsupported_extension = widget.Msg("Selected extension is not supported.") + want_main_area = False resizing_enabled = False last_dir = Setting("") - last_filter = Setting("") auto_save = Setting(False) - - @classmethod - def get_writers(cls, sparse): - return [f for f in FileFormat.formats - if getattr(f, 'write_file', None) and getattr(f, "EXTENSIONS", None) - and (not sparse or getattr(f, 'SUPPORT_SPARSE_DATA', False))] + filetype = Setting(FILE_TYPES[0][0]) + compression = Setting(COMPRESSIONS[0][0]) + compress = Setting(False) def __init__(self): super().__init__() self.data = None self.filename = "" + self.basename = "" + self.type_ext = "" + self.compress_ext = "" self.writer = None + form = QFormLayout( + labelAlignment=Qt.AlignLeft, + formAlignment=Qt.AlignLeft, + rowWrapPolicy=QFormLayout.WrapLongRows, + verticalSpacing=10, + ) + + box = gui.vBox(self.controlArea, "Format") + + gui.comboBox( + box, self, "filetype", + callback=self._update_text, + items=[item for item, _, _ in FILE_TYPES], + sendSelectedValue=True, + ) + form.addRow("File type", self.controls.filetype, ) + + gui.comboBox( + box, self, "compression", + callback=self._update_text, + items=[item for item, _ in COMPRESSIONS], + sendSelectedValue=True, + ) + gui.checkBox( + box, self, "compress", label="Use compression", + callback=self._update_text, + ) + + form.addRow(self.controls.compress, self.controls.compression) + + box.layout().addLayout(form) + self.save = gui.auto_commit( self.controlArea, self, "auto_save", "Save", box=False, commit=self.save_file, callback=self.adjust_label, - disabled=True, addSpace=True) - self.saveAs = gui.button( + disabled=True, addSpace=True + ) + self.save_as = gui.button( self.controlArea, self, "Save As...", - callback=self.save_file_as, disabled=True) - self.saveAs.setMinimumWidth(220) + callback=self.save_file_as, disabled=True + ) + self.save_as.setMinimumWidth(220) self.adjustSize() + def get_writer_selected(self): + writer = FileFormat.get_reader(self.type_ext) + + ext = self.type_ext + self.compress_ext + if ext not in writer.EXTENSIONS: + self.Error.unsupported_extension() + return None + writer.EXTENSIONS = [ext] + return writer + + @classmethod + def remove_extensions(cls, filename): + if not filename: + return None + for ext in pathlib.PurePosixPath(filename).suffixes: + filename = filename.replace(ext, '') + return filename + def adjust_label(self): if self.filename: - filename = os.path.split(self.filename)[1] - text = ["Save as '{}'", "Auto save as '{}'"][self.auto_save] - self.save.button.setText(text.format(filename)) + text = "Auto save as '{}'" if self.auto_save else "Save as '{}'" + self.save.button.setText( + text.format(self.basename + self.type_ext + self.compress_ext)) @Inputs.data def dataset(self, data): - self.data = data self.save.setDisabled(data is None) - self.saveAs.setDisabled(data is None) - if data is not None: - self.save_file() + self.save_as.setDisabled(data is None) + if data is None: + return + + if (self.data is None and data.is_sparse()) or ( + self.data is not None and not self.data.is_sparse() and data.is_sparse()): + self.controls.filetype.clear() + allowed = [item for item, _, supports_sparse in FILE_TYPES + if supports_sparse] + self.controls.filetype.insertItems(0, allowed) + self.filetype = allowed[0] + self.update_extension() + elif self.data is not None and self.data.is_sparse() and not data.is_sparse(): + self.controls.filetype.clear() + self.controls.filetype.insertItems(0, [item for item, _, _ in FILE_TYPES]) + self.filetype = FILE_TYPES[0][0] + self.update_extension() + self.data = data + self.save_file() def save_file_as(self): - file_name = self.filename or \ - os.path.join(self.last_dir or os.path.expanduser("~"), - getattr(self.data, 'name', '')) - filename, writer, filter = filedialogs.open_filename_dialog_save( - file_name, self.last_filter, self.get_writers(self.data.is_sparse())) + file_name = self.remove_extensions(self.filename) or os.path.join( + self.last_dir or os.path.expanduser("~"), + getattr(self.data, 'name', '')) + self.update_extension() + writer = self.get_writer_selected() + if not writer: + return + + filename, writer, _ = filedialogs.open_filename_dialog_save( + file_name, '', [writer], + ) if not filename: return + self.filename = filename self.writer = writer - self.unconditional_save_file() self.last_dir = os.path.split(self.filename)[0] - self.last_filter = filter + self.basename = os.path.basename(self.remove_extensions(filename)) + self.unconditional_save_file() self.adjust_label() def save_file(self): @@ -83,18 +176,30 @@ def save_file(self): self.save_file_as() else: try: - self.writer.write(self.filename, self.data) - except Exception as errValue: - self.error(str(errValue)) + self.writer.write(os.path.join(self.last_dir, + self.basename + self.type_ext + self.compress_ext), + self.data) + except Exception as err_value: + self.error(str(err_value)) else: self.error() + def update_extension(self): + self.type_ext = [ext for name, ext, _ in FILE_TYPES if name == self.filetype][0] + self.compress_ext = dict(COMPRESSIONS)[self.compression] if self.compress else '' + + def _update_text(self): + self.update_extension() + self.adjust_label() + if __name__ == "__main__": import sys from AnyQt.QtWidgets import QApplication + a = QApplication(sys.argv) table = Table("iris") + ow = OWSave() ow.show() ow.dataset(table) diff --git a/Orange/widgets/data/owselectbydataindex.py b/Orange/widgets/data/owselectbydataindex.py new file mode 100644 index 00000000000..9dfabca630f --- /dev/null +++ b/Orange/widgets/data/owselectbydataindex.py @@ -0,0 +1,106 @@ +import numpy as np + +from AnyQt.QtWidgets import QApplication + +from Orange.data import Table +from Orange.widgets import widget, gui +from Orange.widgets.utils import itemmodels +from Orange.widgets.utils.sql import check_sql_input +from Orange.widgets.widget import Input, Output + + +class OWSelectByDataIndex(widget.OWWidget): + name = "Select by Data Index" + description = "Match instances by index from data subset." + icon = "icons/SelectByDataIndex.svg" + priority = 1112 + + class Inputs: + data = Input("Data", Table) + data_subset = Input("Data Subset", Table) + + class Outputs: + data = Output("Data", Table) + + want_main_area = False + resizing_enabled = False + + class Warning(widget.OWWidget.Warning): + instances_not_matching = widget.Msg("Input tables do not share any instances.") + + def __init__(self): + super().__init__() + + self.data = None + self.data_subset = None + + self.model = itemmodels.VariableListModel() + self.model_unique_with_id = itemmodels.VariableListModel() + self.extra_model_unique = itemmodels.VariableListModel() + self.extra_model_unique_with_id = itemmodels.VariableListModel() + + box = gui.hBox(self.controlArea, box=None) + self.infoBoxData = gui.label( + box, self, self.data_info_text(None), box="Data") + self.infoBoxExtraData = gui.label( + box, self, self.data_info_text(None), box="Data Subset") + + @Inputs.data + @check_sql_input + def set_data(self, data): + self.data = data + self.infoBoxData.setText(self.data_info_text(data)) + + @Inputs.data_subset + @check_sql_input + def set_data_subset(self, data): + self.data_subset = data + self.infoBoxExtraData.setText(self.data_info_text(data)) + + def handleNewSignals(self): + self._invalidate() + + def data_info_text(self, data): + if data is None: + return "No data." + else: + return "{}\n{} instances\n{} variables".format( + data.name, len(data), len(data.domain) + len(data.domain.metas)) + + def commit(self): + self.Warning.instances_not_matching.clear() + subset_ids = [] + if self.data_subset: + subset_ids = self.data_subset.ids + if not self.data: + output_data = None + else: + if self.data_subset and len(np.intersect1d(subset_ids, self.data.ids)) == 0: + self.Warning.instances_not_matching() + subset_indices = np.in1d(self.data.ids, subset_ids) + output_data = self.data[subset_indices] + self.Outputs.data.send(output_data) + + def _invalidate(self): + self.commit() + + def send_report(self): + d_text = self.data_info_text(self.data).replace("\n", ", ") + ds_text = self.data_info_text(self.data_subset).replace("\n", ", ") + self.report_items("", [("Data", d_text), ("Data Subset", ds_text)]) + + +def main(): + app = QApplication([]) + w = OWSelectByDataIndex() + data = Table("iris.tab") + data_subset = data[:20] + w.set_data(data) + w.set_data_subset(data_subset) + w.handleNewSignals() + w.show() + app.exec_() + + +if __name__ == "__main__": + main() diff --git a/Orange/widgets/data/owselectcolumns.py b/Orange/widgets/data/owselectcolumns.py index 6926396bfad..da101b993f6 100644 --- a/Orange/widgets/data/owselectcolumns.py +++ b/Orange/widgets/data/owselectcolumns.py @@ -103,6 +103,7 @@ class OWSelectAttributes(widget.OWWidget): "data features, classes or meta variables." icon = "icons/SelectColumns.svg" priority = 100 + keywords = ["filter"] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owselectrows.py b/Orange/widgets/data/owselectrows.py index 838b53db5f1..930fe504d9a 100644 --- a/Orange/widgets/data/owselectrows.py +++ b/Orange/widgets/data/owselectrows.py @@ -76,6 +76,7 @@ class OWSelectRows(widget.OWWidget): icon = "icons/SelectRows.svg" priority = 100 category = "Data" + keywords = ["filter"] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/owsql.py b/Orange/widgets/data/owsql.py index ad45f1d95da..2b0bd0f25e4 100644 --- a/Orange/widgets/data/owsql.py +++ b/Orange/widgets/data/owsql.py @@ -21,6 +21,10 @@ MAX_DL_LIMIT = 1000000 +def is_postgres(backend): + return getattr(backend, 'display_name', '') == "PostgreSQL" + + class TableModel(PyListModel): def data(self, index, role=Qt.DisplayRole): row = index.row() @@ -44,7 +48,7 @@ class OWSql(OWWidget): icon = "icons/SQLTable.svg" priority = 30 category = "Data" - keywords = ["data", "file", "load", "read", "SQL"] + keywords = ["load"] class Outputs: data = Output("Data", Table, doc="Attribute-valued dataset read from the input file.") @@ -74,7 +78,9 @@ class Information(OWWidget.Information): class Error(OWWidget.Error): connection = Msg("{}") no_backends = Msg("Please install a backend to use this widget") - missing_extension = Msg("Database is missing extension{}: {}") + + class Warning(OWWidget.Warning): + missing_extension = Msg("Database is missing extensions: {}") def __init__(self): super().__init__() @@ -135,7 +141,6 @@ def __init__(self): self.tablecombo.setModel(self.tables) self.tablecombo.setToolTip('table') tables.layout().addWidget(self.tablecombo) - self.connect() index = self.tablecombo.findText(str(self.table)) if index != -1: @@ -170,12 +175,14 @@ def __init__(self): "Auto-discover categorical variables", callback=self.open_table) - gui.checkBox(box, self, "download", - "Download data to local memory", - callback=self.open_table) + self.downloadcb = gui.checkBox(box, self, "download", + "Download data to local memory", + callback=self.open_table) gui.rubber(self.buttonsArea) + self.connect() + QTimer.singleShot(0, self.select_table) def _load_credentials(self): @@ -223,6 +230,8 @@ def connect(self): self.database, _, self.schema = self.databasetext.text().partition('/') self.username = self.usernametext.text() or None self.password = self.passwordtext.text() or None + self.Warning.missing_extension.clear() + self.downloadcb.setEnabled(True) try: if self.backendcombo.currentIndex() < 0: return @@ -235,6 +244,16 @@ def connect(self): password=self.password )) self.Error.connection.clear() + if getattr(self.backend, 'missing_extension', False): + self.Warning.missing_extension( + ", ".join(self.backend.missing_extension)) + self.download = True + self.downloadcb.setEnabled(False) + + if not is_postgres(self.backend): + self.download = True + self.downloadcb.setEnabled(False) + self._save_credentials() self.database_desc = OrderedDict(( ("Host", self.host), ("Port", self.port), @@ -249,7 +268,6 @@ def connect(self): def refresh_tables(self): self.tables.clear() - self.Error.missing_extension.clear() if self.backend is None: self.data_desc_table = None return @@ -344,12 +362,14 @@ def get_table(self): "Do you want to auto discover attributes?") confirm.addButton("Yes", QMessageBox.YesRole) no_button = confirm.addButton("No", QMessageBox.NoRole) - sample_button = confirm.addButton("Yes, on a sample", - QMessageBox.YesRole) + if is_postgres(self.backend): + sample_button = confirm.addButton("Yes, on a sample", + QMessageBox.YesRole) confirm.exec() if confirm.clickedButton() == no_button: self.guess_values = False - elif confirm.clickedButton() == sample_button: + elif is_postgres(self.backend) and \ + confirm.clickedButton() == sample_button: sample = True self.Information.clear() @@ -365,20 +385,38 @@ def get_table(self): table.domain = domain if self.download: - if table.approx_len() > MAX_DL_LIMIT: - QMessageBox.warning( - self, 'Warning', "Data is too big to download.\n" - "Consider using the Data Sampler widget to download " - "a sample instead.") - self.download = False - elif table.approx_len() > AUTO_DL_LIMIT: - confirm = QMessageBox.question( - self, 'Question', "Data appears to be big. Do you really " - "want to download it to local memory?", - QMessageBox.Yes | QMessageBox.No, QMessageBox.No) - if confirm == QMessageBox.No: - self.download = False - if self.download: + if table.approx_len() > AUTO_DL_LIMIT: + if is_postgres(self.backend): + confirm = QMessageBox(self) + confirm.setIcon(QMessageBox.Warning) + confirm.setText("Data appears to be big. Do you really " + "want to download it to local memory?") + + if table.approx_len() <= MAX_DL_LIMIT: + confirm.addButton("Yes", QMessageBox.YesRole) + no_button = confirm.addButton("No", QMessageBox.NoRole) + sample_button = confirm.addButton("Yes, a sample", + QMessageBox.YesRole) + confirm.exec() + if confirm.clickedButton() == no_button: + return + elif confirm.clickedButton() == sample_button: + table = table.sample_percentage( + AUTO_DL_LIMIT / table.approx_len() * 100) + else: + if table.approx_len() > MAX_DL_LIMIT: + QMessageBox.warning( + self, 'Warning', "Data is too big to download.\n") + return + else: + confirm = QMessageBox.question( + self, 'Question', + "Data appears to be big. Do you really " + "want to download it to local memory?", + QMessageBox.Yes | QMessageBox.No, QMessageBox.No) + if confirm == QMessageBox.No: + return + table.download_data(MAX_DL_LIMIT) table = Table(table) diff --git a/Orange/widgets/data/owtable.py b/Orange/widgets/data/owtable.py index 5a741960311..c606b468048 100644 --- a/Orange/widgets/data/owtable.py +++ b/Orange/widgets/data/owtable.py @@ -370,6 +370,7 @@ class OWDataTable(widget.OWWidget): description = "View the dataset in a spreadsheet." icon = "icons/Table.svg" priority = 50 + keywords = [] buttons_area_orientation = Qt.Vertical @@ -618,7 +619,11 @@ def eventFilter(self, o, e): return True # eat event return False table.efc = efc() + # disconnect default handler for clicks and connect a new one, which supports + # both selection and deselection of all data + btn.clicked.disconnect() btn.installEventFilter(table.efc) + btn.clicked.connect(self._on_select_all) table.btn = btn if sys.platform == "darwin": @@ -642,6 +647,14 @@ def eventFilter(self, o, e): except Exception: pass + def _on_select_all(self, _): + data_info = self.tabs.currentWidget()._input_slot.summary + if len(self.selected_rows) == data_info.len \ + and len(self.selected_cols) == len(data_info.domain): + self.tabs.currentWidget().clearSelection() + else: + self.tabs.currentWidget().selectAll() + def _on_current_tab_changed(self, index): """Update the info box on current tab change""" view = self.tabs.widget(index) diff --git a/Orange/widgets/data/owtranspose.py b/Orange/widgets/data/owtranspose.py index 4860fe0839e..57143c315a0 100644 --- a/Orange/widgets/data/owtranspose.py +++ b/Orange/widgets/data/owtranspose.py @@ -12,6 +12,7 @@ class OWTranspose(OWWidget): description = "Transpose data table." icon = "icons/Transpose.svg" priority = 2000 + keywords = [] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/data/tests/test_oweditdomain.py b/Orange/widgets/data/tests/test_oweditdomain.py index 6edef1caeb6..a7401a24caa 100644 --- a/Orange/widgets/data/tests/test_oweditdomain.py +++ b/Orange/widgets/data/tests/test_oweditdomain.py @@ -1,82 +1,57 @@ # Test methods with long descriptive names can omit docstrings -# pylint: disable=missing-docstring - +# pylint: disable=all from unittest import TestCase import numpy as np - -from AnyQt.QtCore import QModelIndex, Qt - -from Orange.data import ContinuousVariable, DiscreteVariable, \ - StringVariable, TimeVariable, Table, Domain -from Orange.widgets.data.oweditdomain import EditDomainReport, OWEditDomain, \ - ContinuousVariableEditor, DiscreteVariableEditor, VariableEditor, \ - TimeVariableEditor +from numpy.testing import assert_array_equal + +from AnyQt.QtCore import QModelIndex, QItemSelectionModel, Qt +from AnyQt.QtWidgets import QAction +from AnyQt.QtTest import QTest + +from Orange.data import ( + ContinuousVariable, DiscreteVariable, StringVariable, TimeVariable, + Table, Domain +) +from Orange.preprocess.transformation import Identity, Lookup +from Orange.widgets.data.oweditdomain import ( + OWEditDomain, + ContinuousVariableEditor, DiscreteVariableEditor, VariableEditor, + TimeVariableEditor, Categorical, Real, Time, String, + Rename, Annotate, CategoriesMapping, report_transform, + apply_transform +) from Orange.widgets.data.owcolor import OWColor, ColorRole from Orange.widgets.tests.base import WidgetTest, GuiTest -SECTION_NAME = "NAME" - -class TestEditDomainReport(TestCase): - # This tests test private methods - # pylint: disable=protected-access - - def setUp(self): - self.report = EditDomainReport([], []) - - def test_section_yields_nothing_for_no_changes(self): - result = self.report._section(SECTION_NAME, []) - self.assertEmpty(result) - - def test_section_yields_header_for_changes(self): - result = self.report._section(SECTION_NAME, ["a"]) - self.assertTrue(any(SECTION_NAME in item for item in result)) - - def test_value_changes_yields_nothing_for_no_change(self): - a = DiscreteVariable("a", values="abc") - self.assertEmpty(self.report._value_changes(a, a)) - - def test_value_changes_yields_nothing_for_continuous_variables(self): - v1, v2 = ContinuousVariable("a"), ContinuousVariable("b") - self.assertEmpty(self.report._value_changes(v1, v2)) - - def test_value_changes_yields_changed_values(self): - v1, v2 = DiscreteVariable("a", "ab"), DiscreteVariable("b", "ac") - self.assertNotEmpty(self.report._value_changes(v1, v2)) - - def test_label_changes_yields_nothing_for_no_change(self): - v1 = ContinuousVariable("a") - v1.attributes["a"] = "b" - self.assertEmpty(self.report._value_changes(v1, v1)) - - def test_label_changes_yields_added_labels(self): - v1 = ContinuousVariable("a") - v2 = v1.copy(None) - v2.attributes["a"] = "b" - self.assertNotEmpty(self.report._label_changes(v1, v2)) - - def test_label_changes_yields_removed_labels(self): - v1 = ContinuousVariable("a") - v1.attributes["a"] = "b" - v2 = v1.copy(None) - del v2.attributes["a"] - self.assertNotEmpty(self.report._label_changes(v1, v2)) - - def test_label_changes_yields_modified_labels(self): - v1 = ContinuousVariable("a") - v1.attributes["a"] = "b" - v2 = v1.copy(None) - v2.attributes["a"] = "c" - self.assertNotEmpty(self.report._label_changes(v1, v2)) - - def assertEmpty(self, iterable): - self.assertRaises(StopIteration, lambda: next(iter(iterable))) - - def assertNotEmpty(self, iterable): - try: - next(iter(iterable)) - except StopIteration: - self.fail("Iterator did not produce any lines") +class TestReport(TestCase): + def test_rename(self): + var = Real("X", (-1, ""), ()) + tr = Rename("Y") + val = report_transform(var, [tr]) + self.assertIn("X", val) + self.assertIn("Y", val) + + def test_annotate(self): + var = Real("X", (-1, ""), (("a", "1"), ("b", "z"))) + tr = Annotate((("a", "2"), ("j", "z"))) + r = report_transform(var, [tr]) + self.assertIn("a", r) + self.assertIn("b", r) + + def test_categories_mapping(self): + var = Categorical("C", ("a", "b", "c"), None, ()) + tr = CategoriesMapping( + (("a", "aa"), + ("b", None), + ("c", "cc"), + (None, "ee")), + ) + r = report_transform(var, [tr]) + self.assertIn("a", r) + self.assertIn("aa", r) + self.assertIn("b", r) + self.assertIn("", r) class TestOWEditDomain(WidgetTest): @@ -137,7 +112,7 @@ def test_list_attributes_remain_lists(self): idx = editor.labels_model.index(0, 1) editor.labels_model.setData(idx, "[1, 2, 4]", Qt.EditRole) - self.widget.unconditional_commit() + self.widget.commit() t2 = self.get_output(self.widget.Outputs.data) self.assertEqual(t2.domain["a"].attributes["list"], [1, 2, 4]) @@ -156,15 +131,20 @@ def test_duplicate_names(self): self.widget.domain_view.setCurrentIndex(idx) editor = self.widget.editor_stack.findChild(ContinuousVariableEditor) - editor.name_edit.setText("iris") - editor.commit() + def enter_text(widget, text): + # type: (QLineEdit, str) -> None + widget.selectAll() + QTest.keyClick(widget, Qt.Key_Delete) + QTest.keyClicks(widget, text) + QTest.keyClick(widget, Qt.Key_Return) + + enter_text(editor.name_edit, "iris") self.widget.commit() self.assertTrue(self.widget.Error.duplicate_var_name.is_shown()) output = self.get_output(self.widget.Outputs.data) self.assertIsNone(output) - editor.name_edit.setText("sepal height") - editor.commit() + enter_text(editor.name_edit, "sepal height") self.widget.commit() self.assertFalse(self.widget.Error.duplicate_var_name.is_shown()) output = self.get_output(self.widget.Outputs.data) @@ -176,10 +156,12 @@ def test_time_variable_preservation(self): self.send_signal(self.widget.Inputs.data, table) output = self.get_output(self.widget.Outputs.data) self.assertEqual(str(table[0, 4]), str(output[0, 4])) + view = self.widget.variables_view + view.setCurrentIndex(view.model().index(4)) editor = self.widget.editor_stack.findChild(TimeVariableEditor) editor.name_edit.setText("Date") - editor.commit() + editor.variable_changed.emit() self.widget.commit() output = self.get_output(self.widget.Outputs.data) self.assertEqual(str(table[0, 4]), str(output[0, 4])) @@ -188,72 +170,154 @@ def test_time_variable_preservation(self): class TestEditors(GuiTest): def test_variable_editor(self): w = VariableEditor() - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) - v = StringVariable(name="S") - v.attributes.update({"A": 1, "B": "b"},) - w.set_data(v) + v = String("S", (("A", "1"), ("B", "b"))) + w.set_data(v, []) self.assertEqual(w.name_edit.text(), v.name) - self.assertEqual(w.labels_model.get_dict(), v.attributes) - self.assertTrue(w.is_same()) + self.assertEqual(w.labels_model.get_dict(), + {"A": "1", "B": "b"}) + self.assertEqual(w.get_data(), (v, [])) w.set_data(None) self.assertEqual(w.name_edit.text(), "") self.assertEqual(w.labels_model.get_dict(), {}) - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) + + w.set_data(v, [Rename("T"), Annotate((("a", "1"), ("b", "2")))]) + self.assertEqual(w.name_edit.text(), "T") + self.assertEqual(w.labels_model.rowCount(), 2) + add = w.findChild(QAction, "action-add-label") + add.trigger() + remove = w.findChild(QAction, "action-delete-label") + remove.trigger() def test_continuous_editor(self): w = ContinuousVariableEditor() - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) - v = ContinuousVariable("X", number_of_decimals=5) - v.attributes.update({"A": 1, "B": "b"}) - w.set_data(v) + v = Real("X", (-1, ""), (("A", "1"), ("B", "b"))) + w.set_data(v, []) self.assertEqual(w.name_edit.text(), v.name) - self.assertEqual(w.labels_model.get_dict(), v.attributes) - self.assertTrue(w.is_same()) + self.assertEqual(w.labels_model.get_dict(), dict(v.annotations)) w.set_data(None) self.assertEqual(w.name_edit.text(), "") self.assertEqual(w.labels_model.get_dict(), {}) - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) def test_discrete_editor(self): w = DiscreteVariableEditor() - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) - v = DiscreteVariable("C", values=["a", "b", "c"]) - v.attributes.update({"A": 1, "B": "b"}) + v = Categorical("C", ("a", "b", "c"), None, + (("A", "1"), ("B", "b"))) w.set_data(v) self.assertEqual(w.name_edit.text(), v.name) - self.assertEqual(w.labels_model.get_dict(), v.attributes) - self.assertTrue(w.is_same()) - + self.assertEqual(w.labels_model.get_dict(), dict(v.annotations)) + self.assertEqual(w.get_data(), (v, [])) w.set_data(None) self.assertEqual(w.name_edit.text(), "") self.assertEqual(w.labels_model.get_dict(), {}) - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) + mapping = [ + ("c", "C"), + ("a", "A"), + ("b", None), + (None, "b") + ] + w.set_data(v, [CategoriesMapping(mapping)]) + w.grab() # run delegate paint method + self.assertEqual(w.get_data(), (v, [CategoriesMapping(mapping)])) + + # test selection/deselection in the view + w.set_data(v) + view = w.values_edit + model = view.model() + assert model.rowCount() + sel_model = view.selectionModel() + model = sel_model.model() + sel_model.select(model.index(0, 0), QItemSelectionModel.Select) + sel_model.select(model.index(0, 0), QItemSelectionModel.Deselect) def test_time_editor(self): w = TimeVariableEditor() - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) - v = TimeVariable("T", have_date=1) - v.attributes.update({"A": 1, "B": "b"}) - w.set_data(v) + v = Time("T", (("A", "1"), ("B", "b"))) + w.set_data(v,) self.assertEqual(w.name_edit.text(), v.name) - self.assertEqual(w.labels_model.get_dict(), v.attributes) - self.assertTrue(w.is_same()) - - var = w.get_data() - self.assertTrue(var.have_date) - self.assertFalse(var.have_time) + self.assertEqual(w.labels_model.get_dict(), dict(v.annotations)) w.set_data(None) self.assertEqual(w.name_edit.text(), "") self.assertEqual(w.labels_model.get_dict(), {}) - self.assertIs(w.get_data(), None) + self.assertEqual(w.get_data(), (None, [])) + + +class TestTransforms(TestCase): + def _test_common(self, var): + tr = [Rename(var.name + "_copy"), Annotate((("A", "1"),))] + XX = apply_transform(var, tr) + self.assertEqual(XX.name, var.name + "_copy") + self.assertEqual(XX.attributes, {"A": 1}) + self.assertIsInstance(XX.compute_value, Identity) + self.assertIs(XX.compute_value.variable, var) + + def test_continous(self): + X = ContinuousVariable("X") + self._test_common(X) + + def test_string(self): + X = StringVariable("S") + self._test_common(X) + + def test_time(self): + X = TimeVariable("X") + self._test_common(X) + + def test_discrete(self): + D = DiscreteVariable("D", values=("a", "b")) + self._test_common(D) + + def test_discrete_rename(self): + D = DiscreteVariable("D", values=("a", "b")) + DD = apply_transform(D, [CategoriesMapping((("a", "A"), ("b", "B")))]) + self.assertSequenceEqual(DD.values, ["A", "B"]) + self.assertIs(DD.compute_value.variable, D) + + def test_discrete_reorder(self): + D = DiscreteVariable("D", values=("2", "3", "1", "0")) + DD = apply_transform(D, [CategoriesMapping((("0", "0"), ("1", "1"), + ("2", "2"), ("3", "3")))]) + self.assertSequenceEqual(DD.values, ["0", "1", "2", "3"]) + self._assertLookupEquals( + DD.compute_value, Lookup(D, np.array([2, 3, 1, 0])) + ) + + def test_discrete_add_drop(self): + D = DiscreteVariable("D", values=("2", "3", "1", "0"), base_value=1) + mapping = ( + ("0", None), + ("1", "1"), + ("2", "2"), + ("3", None), + (None, "A"), + ) + tr = [CategoriesMapping(mapping)] + DD = apply_transform(D, tr) + self.assertSequenceEqual(DD.values, ["1", "2", "A"]) + self._assertLookupEquals( + DD.compute_value, Lookup(D, np.array([1, np.nan, 0, np.nan])) + ) + self.assertEqual(DD.base_value, -1) + + def _assertLookupEquals(self, first, second): + self.assertIsInstance(first, Lookup) + self.assertIsInstance(second, Lookup) + self.assertIs(first.variable, second.variable) + assert_array_equal(first.lookup_table, second.lookup_table) \ No newline at end of file diff --git a/Orange/widgets/data/tests/test_owfile.py b/Orange/widgets/data/tests/test_owfile.py index afae9368f16..315d5c7cfdd 100644 --- a/Orange/widgets/data/tests/test_owfile.py +++ b/Orange/widgets/data/tests/test_owfile.py @@ -1,6 +1,7 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring -from os import path, remove +from os import path, remove, getcwd +from os.path import dirname from unittest.mock import Mock, patch import pickle import tempfile @@ -12,9 +13,10 @@ from AnyQt.QtCore import QMimeData, QPoint, Qt, QUrl from AnyQt.QtGui import QDragEnterEvent, QDropEvent from AnyQt.QtWidgets import QComboBox -from os.path import dirname import Orange +from Orange.canvas.application.canvasmain import CanvasMainWindow +from Orange.canvas.scheme import Scheme from Orange.data import FileFormat, dataset_dirs, StringVariable, Table, \ Domain, DiscreteVariable, ContinuousVariable from Orange.util import OrangeDeprecationWarning @@ -27,6 +29,7 @@ from Orange.widgets.utils.domaineditor import ComboDelegate, VarTypeDelegate, VarTableModel TITANIC_PATH = path.join(path.dirname(Orange.__file__), 'datasets', 'titanic.tab') +orig_path_exists = path.exists class FailedSheetsFormat(FileFormat): @@ -440,3 +443,73 @@ def test_adds_origin(self): attrs = data1.domain["image"].attributes self.assertIn("origin", attrs) self.assertIn("origin1", attrs["origin"]) + + @patch("Orange.widgets.widget.OWWidget.workflowEnv", + Mock(return_value={"basedir": getcwd()})) + def test_open_moved_workflow(self): + """Test opening workflow that has been moved to another location + (i.e. sent by email), considering data file is stored in the same + directory as the workflow. + """ + temp_file = tempfile.NamedTemporaryFile(dir=getcwd(), delete=False) + file_name = temp_file.name + temp_file.close() + base_name = path.basename(file_name) + try: + recent_path = RecentPath( + path.join("temp/datasets", base_name), "", + path.join("datasets", base_name) + ) + stored_settings = {"recent_paths": [recent_path]} + w = self.create_widget(OWFile, stored_settings=stored_settings) + w.load_data() + self.assertEqual(w.file_combo.count(), 1) + self.assertFalse(w.Error.file_not_found.is_shown()) + finally: + remove(file_name) + + @patch("Orange.widgets.widget.OWWidget.workflowEnv", + Mock(return_value={"basedir": getcwd()})) + def test_files_relocated(self): + """ + This test testes if paths are relocated correctly + """ + temp_file = tempfile.NamedTemporaryFile(dir=getcwd(), delete=False) + file_name = temp_file.name + temp_file.close() + base_name = path.basename(file_name) + try: + recent_path = RecentPath( + path.join("temp/datasets", base_name), "", + path.join("datasets", base_name) + ) + stored_settings = {"recent_paths": [recent_path]} + w = self.create_widget(OWFile, stored_settings=stored_settings) + w.load_data() + + # relocation is called already + # if it works correctly relative path should be same than base name + self.assertEqual(w.recent_paths[0].relpath, base_name) + + w.workflowEnvChanged("basedir", base_name, base_name) + self.assertEqual(w.recent_paths[0].relpath, base_name) + finally: + remove(file_name) + + def test_relocate_recent_files_called(self): + """ + This unittest check whether set_runtime_env which call + _relocate_recent_files_called scheme called before saving + """ + window = CanvasMainWindow() + scheme = Scheme(title="A Scheme", description="A String\n") + self.runtime_called = False + + def set_runtime_env(*args): + self.runtime_called = True + + scheme.set_runtime_env = set_runtime_env + scheme.save_to = lambda *args, **kwargs: \ + self.assertTrue(self.runtime_called) + + window.save_scheme_to(scheme, "test.tmp") diff --git a/Orange/widgets/data/tests/test_owsave.py b/Orange/widgets/data/tests/test_owsave.py index 82ed820f4ee..a44c4b84b52 100644 --- a/Orange/widgets/data/tests/test_owsave.py +++ b/Orange/widgets/data/tests/test_owsave.py @@ -1,14 +1,28 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring from unittest.mock import patch +import itertools from Orange.data import Table -from Orange.data.io import TabReader, PickleReader, FileFormat +from Orange.data.io import Compression, FileFormat, TabReader, CSVReader, PickleReader from Orange.tests import named_file from Orange.widgets.tests.base import WidgetTest -from Orange.widgets.utils.filedialogs import format_filter, fix_extension, open_filename_dialog_save +from Orange.widgets.utils.filedialogs import format_filter from Orange.widgets.data.owsave import OWSave +FILE_TYPES = [ + ("{} ({})".format(w.DESCRIPTION, w.EXTENSIONS[0]), + w.EXTENSIONS[0], + w.SUPPORT_SPARSE_DATA) + for w in (TabReader, CSVReader, PickleReader) +] + +COMPRESSIONS = [ + ("gzip ({})".format(Compression.GZIP), Compression.GZIP), + ("bzip2 ({})".format(Compression.BZIP2), Compression.BZIP2), + ("lzma ({})".format(Compression.XZ), Compression.XZ), +] + class AddedFormat(FileFormat): EXTENSIONS = ('.234',) @@ -23,53 +37,48 @@ class TestOWSave(WidgetTest): def setUp(self): self.widget = self.create_widget(OWSave) # type: OWSave + def test_writer(self): + compressions = [self.widget.controls.compression.itemText(i) for i in + range(self.widget.controls.compression.count())] + types = [self.widget.controls.filetype.itemText(i) + for i in range(self.widget.controls.filetype.count())] + for t, c, d in itertools.product(types, compressions, [True, False]): + self.widget.compression = c + self.widget.compress = d + self.widget.filetype = t + self.widget.update_extension() + self.assertEqual(len(self.widget.get_writer_selected().EXTENSIONS), 1) + def test_ordinary_save(self): self.send_signal(self.widget.Inputs.data, Table("iris")) - for ext, writer in [('.tab', TabReader), ('.pickle', PickleReader)]: - with named_file("", suffix=ext) as filename: + for ext, suffix, _ in FILE_TYPES: + self.widget.filetype = ext + self.widget.update_extension() + writer = self.widget.get_writer_selected() + with named_file("", suffix=suffix) as filename: def choose_file(a, b, c, d, e, fn=filename, w=writer): return fn, format_filter(w) + with patch("AnyQt.QtWidgets.QFileDialog.getSaveFileName", choose_file): self.widget.save_file_as() self.assertEqual(len(Table(filename)), 150) - def test_filename_with_fix_extension(self): - - def mock_fix_choice(ret): - f = lambda *x: ret - f.__dict__.update(fix_extension.__dict__) - return f - - change_filter = iter([PickleReader, TabReader]) - - for file_choice, fix in [ - [lambda *x: ("o.pickle", format_filter(TabReader)), - mock_fix_choice(fix_extension.CHANGE_EXT)], - [lambda *x: ("o.tab", format_filter(PickleReader)), - mock_fix_choice(fix_extension.CHANGE_FORMAT)], - [lambda *x: ("o.tab", format_filter(next(change_filter))), - mock_fix_choice(fix_extension.CANCEL)] - ]: - - with patch("AnyQt.QtWidgets.QFileDialog.getSaveFileName", file_choice),\ - patch("Orange.widgets.utils.filedialogs.fix_extension", fix): - saved_filename, format, filter = \ - open_filename_dialog_save(".", None, OWSave.get_writers(False)) - self.assertEqual(saved_filename, "o.tab") - self.assertEqual(format, TabReader) - self.assertEqual(filter, format_filter(TabReader)) - - def test_added_format(self): - """Test that a format added after widget initialization is recognized""" + def test_compression(self): self.send_signal(self.widget.Inputs.data, Table("iris")) - called = False - with named_file("", suffix=".tab") as filename: - def test_format(sd, sf, ff, **kwargs): - nonlocal called - called = True - self.assertIn(AddedFormat, ff) - return filename, TabReader, "" - with patch("Orange.widgets.utils.filedialogs.open_filename_dialog", test_format): - self.widget.save_file_as() - self.assertTrue(called) + + self.widget.compress = True + for type, compression in itertools.product([[x, ext] for x, ext, _ in FILE_TYPES], + COMPRESSIONS): + self.widget.filetype = type[0] + self.widget.compression = compression[0] + self.widget.update_extension() + writer = self.widget.get_writer_selected() + with named_file("", + suffix=type[1] + compression[1]) as filename: + def choose_file(a, b, c, d, e, fn=filename, w=writer): + return fn, format_filter(w) + + with patch("AnyQt.QtWidgets.QFileDialog.getSaveFileName", choose_file): + self.widget.save_file_as() + self.assertEqual(len(Table(filename)), 150) diff --git a/Orange/widgets/data/tests/test_owselectbydataindex.py b/Orange/widgets/data/tests/test_owselectbydataindex.py new file mode 100644 index 00000000000..61cbbb62b4c --- /dev/null +++ b/Orange/widgets/data/tests/test_owselectbydataindex.py @@ -0,0 +1,26 @@ +from Orange.data import Table, Domain +from Orange.widgets.data.owselectbydataindex import OWSelectByDataIndex +from Orange.widgets.tests.base import WidgetTest + + +class TestOWSelectSubset(WidgetTest): + + def setUp(self): + self.widget = self.create_widget(OWSelectByDataIndex) + + def test_subset(self): + data = Table("iris") + data_subset = data[20:40].transform(Domain([])) # destroy domain + self.send_signal(self.widget.Inputs.data, data) + self.send_signal(self.widget.Inputs.data_subset, data_subset) + out = self.get_output(self.widget.Outputs.data) + self.assertEqual(list(data[20:40]), list(out)) + + def test_subset_nosubset(self): + data = Table("iris") + data_subset = Table("titanic") + self.send_signal(self.widget.Inputs.data, data) + self.send_signal(self.widget.Inputs.data_subset, data_subset) + out = self.get_output(self.widget.Outputs.data) + self.assertTrue(self.widget.Warning.instances_not_matching.is_shown()) + self.assertEqual([], list(out)) diff --git a/Orange/widgets/data/tests/test_owsql.py b/Orange/widgets/data/tests/test_owsql.py new file mode 100644 index 00000000000..dd6fde84d7e --- /dev/null +++ b/Orange/widgets/data/tests/test_owsql.py @@ -0,0 +1,93 @@ +# Test methods with long descriptive names can omit docstrings +# pylint: disable=missing-docstring + +import unittest +from unittest import mock + +from Orange.data import Table +from Orange.widgets.data.owsql import OWSql +from Orange.widgets.tests.base import WidgetTest +from Orange.tests.sql.base import create_iris, parse_uri, sql_test + + +@sql_test +class TestOWSqlConnected(WidgetTest): + def setUp(self): + self.widget = self.create_widget(OWSql) + params, _ = create_iris() + self.params = parse_uri(params) + self.iris = Table("iris") + + def test_connection(self): + """Test if a connection to the database can be established""" + self.set_connection_params() + self.widget.connect() + + self.assertFalse(self.widget.Error.connection.is_shown()) + self.assertIsNotNone(self.widget.database_desc) + tables = ["Select a table", "Custom SQL"] + self.assertTrue(set(self.widget.tables).issuperset(set(tables))) + + def test_output_iris(self): + """Test if iris data can be fetched from database""" + self.assertIsNone(self.get_output(self.widget.Outputs.data)) + + self.set_connection_params() + self.widget.connect() + + idx = list(map(str, self.widget.tables)).index("iris") + self.widget.tablecombo.setCurrentIndex(idx) + self.widget.select_table() + + output = self.get_output(self.widget.Outputs.data) + self.assertIsNotNone(output) + self.assertEqual(len(output), len(self.iris)) + iris_domain = set(map(str, self.iris.domain.attributes)) + output_domain = set(map(str, output.domain.attributes)) + self.assertTrue(output_domain.issuperset(iris_domain)) + + def set_connection_params(self): + """Set database connection parameters on widget""" + port = '' + if self.params['port'] is not None: + port += ':' + str(self.params['port']) + self.widget.servertext.setText(self.params['host'] + port) + self.widget.databasetext.setText(self.params['database']) + self.widget.usernametext.setText(self.params['user']) + self.widget.passwordtext.setText(self.params['password']) + + +class TestOWSql(WidgetTest): + + @mock.patch('Orange.widgets.data.owsql.Backend') + def test_missing_extension(self, mock_backends): + """Test for correctly handled missing backend extension""" + backend = mock.Mock() + backend().display_name = "PostgreSQL" + backend().missing_extension = ["missing extension"] + backend().list_tables.return_value = [] + mock_backends.available_backends.return_value = [backend] + + widget = self.create_widget(OWSql) + + self.assertTrue(widget.Warning.missing_extension.is_shown()) + self.assertTrue(widget.download) + self.assertFalse(widget.downloadcb.isEnabled()) + + @mock.patch('Orange.widgets.data.owsql.Backend') + def test_non_postgres(self, mock_backends): + """Test if download is enforced for non postgres backends""" + backend = mock.Mock() + backend().display_name = "database" + del backend().missing_extension + backend().list_tables.return_value = [] + mock_backends.available_backends.return_value = [backend] + + widget = self.create_widget(OWSql) + + self.assertTrue(widget.download) + self.assertFalse(widget.downloadcb.isEnabled()) + + +if __name__ == "__main__": + unittest.main() diff --git a/Orange/widgets/evaluate/owcalibrationplot.py b/Orange/widgets/evaluate/owcalibrationplot.py index 5fba8f76678..cbc67eaea1b 100644 --- a/Orange/widgets/evaluate/owcalibrationplot.py +++ b/Orange/widgets/evaluate/owcalibrationplot.py @@ -37,6 +37,7 @@ class OWCalibrationPlot(widget.OWWidget): description = "Calibration plot based on evaluation of classifiers." icon = "icons/CalibrationPlot.svg" priority = 1030 + keywords = [] class Inputs: evaluation_results = Input("Evaluation Results", Orange.evaluation.Results) diff --git a/Orange/widgets/evaluate/owconfusionmatrix.py b/Orange/widgets/evaluate/owconfusionmatrix.py index 060ca8a5787..e798e48ca5a 100644 --- a/Orange/widgets/evaluate/owconfusionmatrix.py +++ b/Orange/widgets/evaluate/owconfusionmatrix.py @@ -83,6 +83,7 @@ class OWConfusionMatrix(widget.OWWidget): "the results of classifier evaluations." icon = "icons/ConfusionMatrix.svg" priority = 1001 + keywords = [] class Inputs: evaluation_results = Input("Evaluation Results", Orange.evaluation.Results) diff --git a/Orange/widgets/evaluate/owliftcurve.py b/Orange/widgets/evaluate/owliftcurve.py index 5f6cd08c7be..298ef9d5738 100644 --- a/Orange/widgets/evaluate/owliftcurve.py +++ b/Orange/widgets/evaluate/owliftcurve.py @@ -58,6 +58,7 @@ class OWLiftCurve(widget.OWWidget): "from the evaluation of classifiers." icon = "icons/LiftCurve.svg" priority = 1020 + keywords = [] class Inputs: evaluation_results = Input("Evaluation Results", Orange.evaluation.Results) diff --git a/Orange/widgets/evaluate/owpredictions.py b/Orange/widgets/evaluate/owpredictions.py index d332338c5e0..67fb1251681 100644 --- a/Orange/widgets/evaluate/owpredictions.py +++ b/Orange/widgets/evaluate/owpredictions.py @@ -46,6 +46,7 @@ class OWPredictions(OWWidget): icon = "icons/Predictions.svg" priority = 200 description = "Display the predictions of models for an input dataset." + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/evaluate/owrocanalysis.py b/Orange/widgets/evaluate/owrocanalysis.py index a195d2fffc7..7edee4d3011 100644 --- a/Orange/widgets/evaluate/owrocanalysis.py +++ b/Orange/widgets/evaluate/owrocanalysis.py @@ -10,8 +10,8 @@ import numpy import sklearn.metrics as skl_metrics -from AnyQt.QtWidgets import QListView, QLabel, QGridLayout, QFrame, QAction -from AnyQt.QtGui import QColor, QPen, QBrush, QPainter, QPalette, QFont +from AnyQt.QtWidgets import QListView, QLabel, QGridLayout, QFrame, QAction, QToolTip +from AnyQt.QtGui import QColor, QPen, QBrush, QPainter, QPalette, QFont, QCursor from AnyQt.QtCore import Qt import pyqtgraph as pg @@ -297,6 +297,7 @@ class OWROCAnalysis(widget.OWWidget): "based on the evaluation of classifiers." icon = "icons/ROCAnalysis.svg" priority = 1010 + keywords = [] class Inputs: evaluation_results = Input("Evaluation Results", Orange.evaluation.Results) @@ -335,6 +336,7 @@ def __init__(self): self._plot_curves = {} self._rocch = None self._perf_line = None + self._tooltip_cache = None box = gui.vBox(self.controlArea, "Plot") tbox = gui.vBox(box, "Target Class") @@ -394,6 +396,7 @@ def __init__(self): self.plotview = pg.GraphicsView(background="w") self.plotview.setFrameStyle(QFrame.StyledPanel) + self.plotview.scene().sigMouseMoved.connect(self._on_mouse_moved) self.plot = pg.PlotItem(enableMenu=False) self.plot.setMouseEnabled(False, False) @@ -444,6 +447,7 @@ def clear(self): self._plot_curves = {} self._rocch = None self._perf_line = None + self._tooltip_cache = None def _initialize(self, results): names = getattr(results, "learner_names", None) @@ -600,6 +604,68 @@ def _setup_plot(self): warning = "All ROC curves are undefined" self.warning(warning) + def _on_mouse_moved(self, pos): + target = self.target_index + selected = self.selected_classifiers + curves = [(clf_idx, self.plot_curves(target, clf_idx)) + for clf_idx in selected] # type: List[Tuple[int, plot_curves]] + valid_thresh, valid_clf = [], [] + pt, ave_mode = None, self.roc_averaging + + for clf_idx, crv in curves: + if self.roc_averaging == OWROCAnalysis.Merge: + curve = crv.merge() + elif self.roc_averaging == OWROCAnalysis.Vertical: + curve = crv.avg_vertical() + elif self.roc_averaging == OWROCAnalysis.Threshold: + curve = crv.avg_threshold() + else: + # currently not implemented for 'Show Individual Curves' + return + + sp = curve.curve_item.childItems()[0] # type: pg.ScatterPlotItem + act_pos = sp.mapFromScene(pos) + pts = sp.pointsAt(act_pos) + + if len(pts) > 0: + mouse_pt = pts[0].pos() + if self._tooltip_cache: + cache_pt, cache_thresh, cache_clf, cache_ave = self._tooltip_cache + curr_thresh, curr_clf = [], [] + if numpy.linalg.norm(mouse_pt - cache_pt) < 10e-6 \ + and cache_ave == self.roc_averaging: + mask = numpy.equal(cache_clf, clf_idx) + curr_thresh = numpy.compress(mask, cache_thresh).tolist() + curr_clf = numpy.compress(mask, cache_clf).tolist() + else: + QToolTip.showText(QCursor.pos(), "") + self._tooltip_cache = None + + if curr_thresh: + valid_thresh.append(*curr_thresh) + valid_clf.append(*curr_clf) + pt = cache_pt + continue + + curve_pts = curve.curve.points + roc_points = numpy.column_stack((curve_pts.fpr, curve_pts.tpr)) + diff = numpy.subtract(roc_points, mouse_pt) + # Find closest point on curve and save the corresponding threshold + idx_closest = numpy.argmin(numpy.linalg.norm(diff, axis=1)) + + thresh = curve_pts.thresholds[idx_closest] + if not numpy.isnan(thresh): + valid_thresh.append(thresh) + valid_clf.append(clf_idx) + pt = [curve_pts.fpr[idx_closest], curve_pts.tpr[idx_closest]] + + if valid_thresh: + clf_names = self.classifier_names + msg = "Thresholds:\n" + "\n".join(["({:s}) {:.3f}".format(clf_names[i], thresh) + for i, thresh in zip(valid_clf, valid_thresh)]) + QToolTip.showText(QCursor.pos(), msg) + self._tooltip_cache = (pt, valid_thresh, valid_clf, ave_mode) + def _on_target_changed(self): self.plot.clear() self._setup_plot() diff --git a/Orange/widgets/evaluate/owtestlearners.py b/Orange/widgets/evaluate/owtestlearners.py index da3eed4b441..16ec4c57635 100644 --- a/Orange/widgets/evaluate/owtestlearners.py +++ b/Orange/widgets/evaluate/owtestlearners.py @@ -141,6 +141,7 @@ class OWTestLearners(OWWidget): description = "Cross-validation accuracy estimation." icon = "icons/TestLearners1.svg" priority = 100 + keywords = [] class Inputs: train_data = Input("Data", Table, default=True) diff --git a/Orange/widgets/evaluate/tests/test_owrocanalysis.py b/Orange/widgets/evaluate/tests/test_owrocanalysis.py index b7891dd5860..1ac5aab28e3 100644 --- a/Orange/widgets/evaluate/tests/test_owrocanalysis.py +++ b/Orange/widgets/evaluate/tests/test_owrocanalysis.py @@ -4,6 +4,8 @@ import copy import numpy as np +from AnyQt.QtWidgets import QToolTip + import Orange.data import Orange.evaluation import Orange.classification @@ -12,6 +14,7 @@ from Orange.widgets.evaluate.owrocanalysis import OWROCAnalysis from Orange.widgets.evaluate.tests.base import EvaluateTest from Orange.widgets.tests.base import WidgetTest +from Orange.widgets.tests.utils import mouseMove class TestROC(unittest.TestCase): @@ -156,3 +159,60 @@ def test_nan_input(self): self.assertTrue(self.widget.Error.invalid_results.is_shown()) self.send_signal(self.widget.Inputs.evaluation_results, None) self.assertFalse(self.widget.Error.invalid_results.is_shown()) + + def test_tooltips(self): + data_in = Orange.data.Table("titanic") + res = Orange.evaluation.TestOnTrainingData( + data=data_in, + learners=[Orange.classification.KNNLearner(), + Orange.classification.LogisticRegressionLearner()], + store_data=True + ) + + self.send_signal(self.widget.Inputs.evaluation_results, res) + self.widget.roc_averaging = OWROCAnalysis.Merge + self.widget.target_index = 0 + self.widget.selected_classifiers = [0, 1] + vb = self.widget.plot.getViewBox() + vb.childTransform() # Force pyqtgraph to update transforms + + curve = self.widget.plot_curves(self.widget.target_index, 0) + curve_merge = curve.merge() + view = self.widget.plotview + item = curve_merge.curve_item # type: pg.PlotCurveItem + + # no tooltips to be shown + pos = item.mapToScene(0.0, 1.0) + pos = view.mapFromScene(pos) + mouseMove(view.viewport(), pos) + self.assertIs(self.widget._tooltip_cache, None) + + # test single point + pos = item.mapToScene(0.22504, 0.45400) + pos = view.mapFromScene(pos) + mouseMove(view.viewport(), pos) + shown_thresh = self.widget._tooltip_cache[1] + self.assertTrue(QToolTip.isVisible()) + np.testing.assert_almost_equal(shown_thresh, [0.40000], decimal=5) + + pos = item.mapToScene(0.0, 0.0) + pos = view.mapFromScene(pos) + # test overlapping points + mouseMove(view.viewport(), pos) + shown_thresh = self.widget._tooltip_cache[1] + self.assertTrue(QToolTip.isVisible()) + np.testing.assert_almost_equal(shown_thresh, [1.8, 1.89336], decimal=5) + + # test that cache is invalidated when changing averaging mode + self.widget.roc_averaging = OWROCAnalysis.Threshold + self.widget._replot() + mouseMove(view.viewport(), pos) + shown_thresh = self.widget._tooltip_cache[1] + self.assertTrue(QToolTip.isVisible()) + np.testing.assert_almost_equal(shown_thresh, [1, 1]) + + # test nan thresholds + self.widget.roc_averaging = OWROCAnalysis.Vertical + self.widget._replot() + mouseMove(view.viewport(), pos) + self.assertIs(self.widget._tooltip_cache, None) diff --git a/Orange/widgets/io.py b/Orange/widgets/io.py index 3c0231fff58..390c5f393db 100644 --- a/Orange/widgets/io.py +++ b/Orange/widgets/io.py @@ -9,6 +9,7 @@ ) from Orange.data.io import FileFormat +from Orange.widgets.utils.matplotlib_export import scene_code # Importing WebviewWidget can fail if neither QWebKit (old, deprecated) nor # QWebEngine (bleeding-edge, hard to install) are available @@ -181,6 +182,36 @@ def write_image(cls, filename, scene): super().write_image(filename, scene) +class MatplotlibFormat: + # not registered as a FileFormat as it only works with scatter plot + EXTENSIONS = ('.py',) + DESCRIPTION = 'Python Code (with Matplotlib)' + PRIORITY = 300 + + @classmethod + def write_image(cls, filename, scene): + code = scene_code(scene) + "\n\nplt.show()" + with open(filename, "wt") as f: + f.write(code) + + @classmethod + def write(cls, filename, scene): + if type(scene) == dict: + scene = scene['scene'] + cls.write_image(filename, scene) + + +class MatplotlibPDFFormat(MatplotlibFormat): + EXTENSIONS = ('.pdf',) + DESCRIPTION = 'Portable Document Format (from Matplotlib)' + PRIORITY = 200 + + @classmethod + def write_image(cls, filename, scene): + code = scene_code(scene) + "\n\nplt.savefig({})".format(repr(filename)) + exec(code, {}) # will generate a pdf + + if hasattr(QtGui, "QPdfWriter"): class PdfFormat(ImgFormat): EXTENSIONS = ('.pdf', ) diff --git a/Orange/widgets/model/owadaboost.py b/Orange/widgets/model/owadaboost.py index d711e782918..8516bb18d7c 100644 --- a/Orange/widgets/model/owadaboost.py +++ b/Orange/widgets/model/owadaboost.py @@ -19,6 +19,7 @@ class OWAdaBoost(OWBaseLearner): "Orange.widgets.regression.owadaboostregression.OWAdaBoostRegression", ] priority = 80 + keywords = ["boost"] LEARNER = SklAdaBoostLearner diff --git a/Orange/widgets/model/owconstant.py b/Orange/widgets/model/owconstant.py index 07ace2edb19..4497ab56cd5 100644 --- a/Orange/widgets/model/owconstant.py +++ b/Orange/widgets/model/owconstant.py @@ -13,6 +13,7 @@ class OWConstant(OWBaseLearner): "Orange.widgets.regression.owmean.OWMean", ] priority = 10 + keywords = ["majority", "mean"] LEARNER = ConstantLearner diff --git a/Orange/widgets/model/owknn.py b/Orange/widgets/model/owknn.py index deb3bfcf335..bb03cbd8ad1 100644 --- a/Orange/widgets/model/owknn.py +++ b/Orange/widgets/model/owknn.py @@ -16,6 +16,7 @@ class OWKNNLearner(OWBaseLearner): "Orange.widgets.regression.owknnregression.OWKNNRegression", ] priority = 20 + keywords = ["k nearest", "knearest", "neighbor", "neighbour"] LEARNER = KNNLearner diff --git a/Orange/widgets/model/owlinearregression.py b/Orange/widgets/model/owlinearregression.py index 66ba5ab80d6..d7d793baffa 100644 --- a/Orange/widgets/model/owlinearregression.py +++ b/Orange/widgets/model/owlinearregression.py @@ -22,6 +22,7 @@ class OWLinearRegression(OWBaseLearner): "Orange.widgets.regression.owlinearregression.OWLinearRegression", ] priority = 60 + keywords = ["ridge", "lasso", "elastic net"] LEARNER = LinearRegressionLearner diff --git a/Orange/widgets/model/owloadmodel.py b/Orange/widgets/model/owloadmodel.py index 03040e5ae10..7f02a1f3ea9 100644 --- a/Orange/widgets/model/owloadmodel.py +++ b/Orange/widgets/model/owloadmodel.py @@ -20,6 +20,7 @@ class OWLoadModel(widget.OWWidget): priority = 3050 replaces = ["Orange.widgets.classify.owloadclassifier.OWLoadClassifier"] icon = "icons/LoadModel.svg" + keywords = ["file", "open"] class Outputs: model = Output("Model", Model) diff --git a/Orange/widgets/model/owlogisticregression.py b/Orange/widgets/model/owlogisticregression.py index 69ca3ce0c32..0af9325ea49 100644 --- a/Orange/widgets/model/owlogisticregression.py +++ b/Orange/widgets/model/owlogisticregression.py @@ -19,6 +19,7 @@ class OWLogisticRegression(OWBaseLearner): "Orange.widgets.classify.owlogisticregression.OWLogisticRegression", ] priority = 60 + keywords = [] LEARNER = LogisticRegressionLearner diff --git a/Orange/widgets/model/ownaivebayes.py b/Orange/widgets/model/ownaivebayes.py index 9a1bb5c7ff0..52f6d974ebe 100644 --- a/Orange/widgets/model/ownaivebayes.py +++ b/Orange/widgets/model/ownaivebayes.py @@ -15,6 +15,7 @@ class OWNaiveBayes(OWBaseLearner): "Orange.widgets.classify.ownaivebayes.OWNaiveBayes", ] priority = 70 + keywords = [] LEARNER = NaiveBayesLearner diff --git a/Orange/widgets/model/owneuralnetwork.py b/Orange/widgets/model/owneuralnetwork.py index 41ddd3795f6..9fb9371b9a3 100644 --- a/Orange/widgets/model/owneuralnetwork.py +++ b/Orange/widgets/model/owneuralnetwork.py @@ -64,6 +64,7 @@ class OWNNLearner(OWBaseLearner): "backpropagation." icon = "icons/NN.svg" priority = 90 + keywords = ["mlp"] LEARNER = NNLearner @@ -221,6 +222,7 @@ def _task_finished(self, f): else: self.model.name = self.learner_name self.model.instances = self.data + self.model.skl_model.orange_callback = None # remove unpicklable callback self.Outputs.model.send(self.model) def cancel(self): diff --git a/Orange/widgets/model/owrandomforest.py b/Orange/widgets/model/owrandomforest.py index 2e6e340a573..aaefb92f3a2 100644 --- a/Orange/widgets/model/owrandomforest.py +++ b/Orange/widgets/model/owrandomforest.py @@ -16,6 +16,7 @@ class OWRandomForest(OWBaseLearner): "Orange.widgets.regression.owrandomforestregression.OWRandomForestRegression", ] priority = 40 + keywords = [] LEARNER = RandomForestLearner diff --git a/Orange/widgets/model/owrules.py b/Orange/widgets/model/owrules.py index 3964d8ce961..520377b4e69 100644 --- a/Orange/widgets/model/owrules.py +++ b/Orange/widgets/model/owrules.py @@ -212,6 +212,7 @@ class OWRuleLearner(OWBaseLearner): "Orange.widgets.classify.owrules.OWRuleLearner", ] priority = 19 + keywords = [] want_main_area = False resizing_enabled = False diff --git a/Orange/widgets/model/owsavemodel.py b/Orange/widgets/model/owsavemodel.py index 2bf4d87bb02..fcce386c781 100644 --- a/Orange/widgets/model/owsavemodel.py +++ b/Orange/widgets/model/owsavemodel.py @@ -19,6 +19,7 @@ class OWSaveModel(widget.OWWidget): icon = "icons/SaveModel.svg" replaces = ["Orange.widgets.classify.owsaveclassifier.OWSaveClassifier"] priority = 3000 + keywords = [] class Inputs: model = Input("Model", Model) diff --git a/Orange/widgets/model/owsgd.py b/Orange/widgets/model/owsgd.py index bf751054129..e30843f3bf4 100644 --- a/Orange/widgets/model/owsgd.py +++ b/Orange/widgets/model/owsgd.py @@ -23,6 +23,7 @@ class OWSGD(OWBaseLearner): "Orange.widgets.regression.owsgdregression.OWSGDRegression", ] priority = 90 + keywords = ["sgd"] settings_version = 2 diff --git a/Orange/widgets/model/owsvm.py b/Orange/widgets/model/owsvm.py index 7908397dc49..370fe5be33f 100644 --- a/Orange/widgets/model/owsvm.py +++ b/Orange/widgets/model/owsvm.py @@ -21,6 +21,7 @@ class OWSVM(OWBaseLearner): "Orange.widgets.regression.owsvmregression.OWSVMRegression", ] priority = 50 + keywords = ["support vector machines"] LEARNER = SVMLearner diff --git a/Orange/widgets/model/owtree.py b/Orange/widgets/model/owtree.py index d4f841da786..156c3f10a9f 100644 --- a/Orange/widgets/model/owtree.py +++ b/Orange/widgets/model/owtree.py @@ -23,6 +23,7 @@ class OWTreeLearner(OWBaseLearner): "Orange.widgets.regression.owregressiontree.OWTreeLearner", ] priority = 30 + keywords = [] LEARNER = TreeLearner diff --git a/Orange/widgets/report/icons/scheme.svg b/Orange/widgets/report/icons/scheme.svg index 96b08ba4523..539a8f20492 100644 --- a/Orange/widgets/report/icons/scheme.svg +++ b/Orange/widgets/report/icons/scheme.svg @@ -1,57 +1,88 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/Orange/widgets/report/owreport.py b/Orange/widgets/report/owreport.py index 2761cc232bb..b2ff4dc5ab6 100644 --- a/Orange/widgets/report/owreport.py +++ b/Orange/widgets/report/owreport.py @@ -170,10 +170,10 @@ def _setup_ui_(self): box = gui.hBox(self.controlArea) box.setContentsMargins(-6, 0, -6, 0) self.save_button = gui.button( - box, self, "Save", callback=self.save_report + box, self, "Save", callback=self.save_report, disabled=True ) self.print_button = gui.button( - box, self, "Print", callback=self._print_report + box, self, "Print", callback=self._print_report, disabled=True ) class PyBridge(QObject): @@ -232,11 +232,13 @@ def _table_selection_changed(self, new_selection, _): def _remove_item(self, row): self.table_model.removeRow(row) + self._empty_report() self.report_changed = True self._build_html() def clear(self): self.table_model.clear() + self._empty_report() self.report_changed = True self._build_html() @@ -246,9 +248,15 @@ def _add_item(self, widget): item = ReportItem(name, widget.report_html, self._get_scheme(), widget.__module__, widget.icon) self.table_model.add_item(item) + self._empty_report() self.report_changed = True return item + def _empty_report(self): + # disable save and print if no reports + self.save_button.setEnabled(self.table_model.rowCount()) + self.print_button.setEnabled(self.table_model.rowCount()) + def _build_html(self): html = self.report_html_template html += "" diff --git a/Orange/widgets/report/report.py b/Orange/widgets/report/report.py index 0d8a307fd68..fb72630937d 100644 --- a/Orange/widgets/report/report.py +++ b/Orange/widgets/report/report.py @@ -184,7 +184,7 @@ def report_plot(self, name=None, plot=None): elif isinstance(plot, WebviewWidget): try: svg = plot.svg() - except IndexError: + except (IndexError, ValueError): svg = plot.html() self.report_html += svg @@ -323,7 +323,7 @@ def report_list(data, elif isinstance(table, Iterable): body = report_list(table, header_rows, header_columns) table = list(table) - n_hidden_rows = len(table) + n_hidden_rows = len(table) - row_limit if len(table) and isinstance(table[0], Iterable): n_cols = len(table[0]) else: diff --git a/Orange/widgets/report/tests/test_report.py b/Orange/widgets/report/tests/test_report.py index f071b59e7db..fa8a5858e45 100644 --- a/Orange/widgets/report/tests/test_report.py +++ b/Orange/widgets/report/tests/test_report.py @@ -14,12 +14,14 @@ from Orange.classification.tree import TreeLearner from Orange.evaluation import CrossValidation from Orange.distance import Euclidean +from Orange.util import OrangeDeprecationWarning from Orange.widgets.report.owreport import OWReport from Orange.widgets import gui from Orange.widgets.widget import OWWidget from Orange.widgets.tests.base import WidgetTest from Orange.widgets.visualize.owtreeviewer import OWTreeGraph from Orange.widgets.data.owfile import OWFile +from Orange.widgets.data.owtable import OWDataTable from Orange.widgets.evaluate.owcalibrationplot import OWCalibrationPlot from Orange.widgets.evaluate.owliftcurve import OWLiftCurve from Orange.widgets.evaluate.owrocanalysis import OWROCAnalysis @@ -32,6 +34,7 @@ from Orange.widgets.unsupervised.owmds import OWMDS from Orange.widgets.unsupervised.owpca import OWPCA from Orange.widgets.utils.itemmodels import PyTableModel +from Orange.widgets.visualize.owlinearprojection import OWLinearProjection def get_owwidgets(top_module_name): @@ -227,18 +230,51 @@ def test_report_widgets_unsupervised_dist(self): self._create_report(widgets, rep, dist) def test_report_widgets_visualize(self): + _warnings = warnings.catch_warnings() + _warnings.__enter__() + warnings.simplefilter("ignore", OrangeDeprecationWarning) rep = OWReport.get_instance() data = Table("zoo") widgets = self.visu_widgets self._create_report(widgets, rep, data) + _warnings.__exit__() + + def test_deprecated_graph(self): + # Remove this test and lines 17, 37, 233 - 235 and 252 -254 + # since the widget is not using deprecate class any more + with warnings.catch_warnings(): + warnings.simplefilter("error", OrangeDeprecationWarning) + self.assertRaises(OrangeDeprecationWarning, + lambda: self.create_widget(OWLinearProjection)) @unittest.skipIf(AnyQt.USED_API == "pyqt5", "Segfaults on PyQt5") def test_report_widgets_all(self): + _warnings = warnings.catch_warnings() + _warnings.__enter__() + warnings.simplefilter("ignore", OrangeDeprecationWarning) rep = OWReport.get_instance() widgets = self.model_widgets + self.data_widgets + self.eval_widgets + \ self.unsu_widgets + self.dist_widgets + self.visu_widgets + \ self.spec_widgets self._create_report(widgets, rep, None) + _warnings.__exit__() + + def test_disable_saving_empty(self): + """Test if save and print buttons are disabled on empty report""" + rep = OWReport.get_instance() + self.assertFalse(rep.save_button.isEnabled()) + self.assertFalse(rep.print_button.isEnabled()) + + table = OWDataTable() + table.set_dataset(Table("iris")) + table.create_report_html() + rep.make_report(table) + self.assertTrue(rep.save_button.isEnabled()) + self.assertTrue(rep.print_button.isEnabled()) + + rep.clear() + self.assertFalse(rep.save_button.isEnabled()) + self.assertFalse(rep.print_button.isEnabled()) if __name__ == "__main__": diff --git a/Orange/widgets/tests/base.py b/Orange/widgets/tests/base.py index 3d24120a109..e0ecebdc60e 100644 --- a/Orange/widgets/tests/base.py +++ b/Orange/widgets/tests/base.py @@ -1,5 +1,6 @@ from contextlib import contextmanager import os +import pickle import time import unittest from unittest.mock import Mock @@ -35,8 +36,10 @@ from Orange.widgets.utils.annotated_data import ( ANNOTATED_DATA_FEATURE_NAME, ANNOTATED_DATA_SIGNAL_NAME ) -from Orange.widgets.widget import OWWidget +from Orange.widgets.tests.utils import simulate from Orange.widgets.utils.owlearnerwidget import OWBaseLearner +from Orange.widgets.utils.plot import OWPlotGUI +from Orange.widgets.widget import OWWidget sip.setdestroyonexit(False) @@ -620,6 +623,14 @@ def test_output_model_name(self): self.wait_until_stop_blocking() self.assertEqual(self.get_output(self.widget.Outputs.model).name, new_name) + def test_output_model_picklable(self): + """Check if model can be pickled""" + self.send_signal("Data", self.data) + self.widget.apply_button.button.click() + self.wait_until_stop_blocking() + model = self.get_output(self.widget.Outputs.model) + pickle.dumps(model) + def _get_param_value(self, learner, param): if isinstance(learner, Fitter): # Both is just a was to indicate to the tests, fitters don't @@ -793,6 +804,134 @@ def _compare_selected_annotated_domains(self, selected, annotated): self.assertLess(set(selected_vars), set(annotated_vars)) +class ProjectionWidgetTestMixin: + """Class for projection widget testing. + + It init method to set up testing parameters and some test methods + """ + + def init(self): + Variable._clear_all_caches() + self.data = Table("iris") + + def test_default_attrs(self, timeout=DEFAULT_TIMEOUT): + """Check default values for 'Color', 'Shape', 'Size' and 'Label'""" + self.send_signal(self.widget.Inputs.data, self.data) + self.assertIs(self.widget.attr_color, self.data.domain.class_var) + self.assertIsNone(self.widget.attr_label) + self.assertIsNone(self.widget.attr_shape) + self.assertIsNone(self.widget.attr_size) + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(timeout)) + self.send_signal(self.widget.Inputs.data, None) + self.assertIsNone(self.widget.attr_color) + + def test_attr_models(self): + """Check possible values for 'Color', 'Shape', 'Size' and 'Label'""" + self.send_signal(self.widget.Inputs.data, self.data) + controls = self.widget.controls + self.assertEqual(len(controls.attr_color.model()), 8) + self.assertEqual(len(controls.attr_shape.model()), 3) + self.assertTrue(7 < len(controls.attr_size.model()) < 10) + self.assertEqual(len(controls.attr_label.model()), 8) + + # color and label should contain all variables + # size should contain only continuous variables + # shape should contain only discrete variables + for var in self.data.domain.variables + self.data.domain.metas: + self.assertIn(var, controls.attr_color.model()) + self.assertIn(var, controls.attr_label.model()) + if var.is_continuous: + self.assertIn(var, controls.attr_size.model()) + self.assertNotIn(var, controls.attr_shape.model()) + if var.is_discrete: + self.assertNotIn(var, controls.attr_size.model()) + self.assertIn(var, controls.attr_shape.model()) + + def test_overlap(self): + """Test option 'Overlap' in 'Size' combo box""" + self.send_signal(self.widget.Inputs.data, self.data) + self.assertEqual(len(set(self.widget.graph.get_sizes())), 1) + simulate.combobox_activate_item(self.widget.controls.attr_size, + OWPlotGUI.SizeByOverlap) + self.assertGreater(len(set(self.widget.graph.get_sizes())), 1) + + def test_attr_label_metas(self, timeout=DEFAULT_TIMEOUT): + """Set 'Label' from string meta attribute""" + data = Table("zoo") + self.send_signal(self.widget.Inputs.data, data) + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(timeout)) + simulate.combobox_activate_item(self.widget.controls.attr_label, + data.domain[-1].name) + + def test_handle_primitive_metas(self): + """Set 'Color' from continuous meta attribute""" + d, attrs = self.data.domain, self.data.domain.attributes + data = self.data.transform(Domain(attrs[:2], d.class_vars, attrs[2:])) + self.send_signal(self.widget.Inputs.data, data) + simulate.combobox_activate_item(self.widget.controls.attr_color, + data.domain.metas[0].name) + + def test_datasets(self, timeout=DEFAULT_TIMEOUT): + """Test widget for datasets with missing values and constant features""" + for ds in self.__datasets(): + self.send_signal(self.widget.Inputs.data, ds) + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(timeout)) + + @staticmethod + def __datasets(): + ds_cls = Table(datasets.path("testing_dataset_cls")) + ds_reg = Table(datasets.path("testing_dataset_reg")) + for ds in (ds_cls, ds_reg): + d, a = ds.domain, ds.domain.attributes + for i in range(0, len(a), 2): + yield ds.transform(Domain(a[i: i + 2], d.class_vars, d.metas)) + yield datasets.missing_data_1() + yield datasets.missing_data_2() + yield datasets.missing_data_3() + yield datasets.data_one_column_nans() + yield datasets.data_one_column_infs() + yield ds_cls + yield ds_reg + + def test_none_data(self): + """Test widget for empty dataset""" + self.send_signal(self.widget.Inputs.data, self.data[:0]) + + def test_subset_data(self, timeout=DEFAULT_TIMEOUT): + """Test widget for subset data""" + self.send_signal(self.widget.Inputs.data, self.data) + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(timeout)) + self.send_signal(self.widget.Inputs.data_subset, self.data[::10]) + + def test_class_density(self, timeout=DEFAULT_TIMEOUT): + """Check class density update""" + self.send_signal(self.widget.Inputs.data, self.data) + self.widget.cb_class_density.click() + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(timeout)) + self.send_signal(self.widget.Inputs.data, None) + self.widget.cb_class_density.click() + + def test_send_report(self, timeout=DEFAULT_TIMEOUT): + """Test report """ + self.send_signal(self.widget.Inputs.data, self.data) + self.widget.report_button.click() + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(timeout)) + self.send_signal(self.widget.Inputs.data, None) + self.widget.report_button.click() + + class datasets: @staticmethod def path(filename): diff --git a/Orange/widgets/tests/test_io.py b/Orange/widgets/tests/test_io.py index d21498f5d17..10a42bd6c74 100644 --- a/Orange/widgets/tests/test_io.py +++ b/Orange/widgets/tests/test_io.py @@ -1,11 +1,18 @@ import os import tempfile import unittest +from unittest.mock import patch from AnyQt.QtWidgets import QGraphicsScene, QGraphicsRectItem -from Orange.widgets.tests.base import GuiTest + +import Orange +from Orange.tests import named_file +from Orange.widgets.tests.base import GuiTest, WidgetTest from Orange.widgets import io as imgio +from Orange.widgets.io import MatplotlibFormat, MatplotlibPDFFormat +from Orange.widgets.visualize.owscatterplot import OWScatterPlot + @unittest.skipUnless(hasattr(imgio, "PdfFormat"), "QPdfWriter not available") class TestIO(GuiTest): @@ -18,3 +25,33 @@ def test_pdf(self): imgio.PdfFormat.write_image(fname, sc) finally: os.unlink(fname) + + +class TestMatplotlib(WidgetTest): + + def test_python(self): + iris = Orange.data.Table("iris") + self.widget = self.create_widget(OWScatterPlot) + self.send_signal(OWScatterPlot.Inputs.data, iris[::10]) + with named_file("", suffix=".py") as fname: + with patch("Orange.widgets.utils.filedialogs.open_filename_dialog_save", + lambda *x: (fname, MatplotlibFormat, None)): + self.widget.save_graph() + with open(fname, "rt") as f: + code = f.read() + self.assertIn("plt.show()", code) + self.assertIn("plt.scatter", code) + # test if the runs + exec(code.replace("plt.show()", ""), {}) + + def test_pdf(self): + iris = Orange.data.Table("iris") + self.widget = self.create_widget(OWScatterPlot) + self.send_signal(OWScatterPlot.Inputs.data, iris[::10]) + with named_file("", suffix=".pdf") as fname: + with patch("Orange.widgets.utils.filedialogs.open_filename_dialog_save", + lambda *x: (fname, MatplotlibPDFFormat, None)): + self.widget.save_graph() + with open(fname, "rb") as f: + code = f.read() + self.assertTrue(code.startswith(b"%PDF")) diff --git a/Orange/widgets/tests/test_matplotlib_export.py b/Orange/widgets/tests/test_matplotlib_export.py new file mode 100644 index 00000000000..334f7d1ae35 --- /dev/null +++ b/Orange/widgets/tests/test_matplotlib_export.py @@ -0,0 +1,43 @@ +import pyqtgraph as pg + +from AnyQt.QtCore import QRectF + +import Orange + +from Orange.widgets.tests.base import WidgetTest +from Orange.widgets.utils.matplotlib_export import scatterplot_code +from Orange.widgets.visualize.owscatterplot import OWScatterPlot + + +def add_intro(a): + r = "import matplotlib.pyplot as plt\n" + \ + "from numpy import array\n" + \ + "plt.clf()" + return r + a + + +class TestScatterPlot(WidgetTest): + + def test_owscatterplot_ignore_empty(self): + iris = Orange.data.Table("iris") + self.widget = self.create_widget(OWScatterPlot) + self.send_signal(OWScatterPlot.Inputs.data, iris[::10]) + code = scatterplot_code(self.widget.graph.scatterplot_item) + self.assertIn("plt.scatter", code) + # tbe selected graph has to generate nothing + code = scatterplot_code(self.widget.graph.scatterplot_item_sel) + self.assertEqual(code, "") + # for a selection the selected graph has to be non-empty + self.widget.graph.select_by_rectangle(QRectF(4, 3, 3, 1)) + code = scatterplot_code(self.widget.graph.scatterplot_item_sel) + self.assertIn("plt.scatter", code) + exec(add_intro(code), {}) + + def test_scatterplot_simple(self): + plotWidget = pg.PlotWidget(background="w") + scatterplot = pg.ScatterPlotItem() + scatterplot.setData(x=[1, 2, 3], y=[3, 2, 1]) + plotWidget.addItem(scatterplot) + code = scatterplot_code(scatterplot) + self.assertIn("plt.scatter", code) + exec(add_intro(code), {}) diff --git a/Orange/widgets/tests/test_widget.py b/Orange/widgets/tests/test_widget.py index 8eb46947090..36f683fab9e 100644 --- a/Orange/widgets/tests/test_widget.py +++ b/Orange/widgets/tests/test_widget.py @@ -194,8 +194,7 @@ class Widget(OWWidget): want_control_area = True w = Widget() - splitter = w._OWWidget__splitter # type: OWWidget._Splitter - splitter.setControlAreaVisible(False) + w._OWWidget__setControlAreaVisible(False) w.setGeometry(QRect(51, 52, 53, 54)) state = w.saveGeometryAndLayoutState() w1 = Widget() diff --git a/Orange/widgets/tests/utils.py b/Orange/widgets/tests/utils.py index c02e352aaf6..cd502ce1991 100644 --- a/Orange/widgets/tests/utils.py +++ b/Orange/widgets/tests/utils.py @@ -2,8 +2,10 @@ import warnings import contextlib -from AnyQt.QtCore import Qt, QObject, QEventLoop, QTimer, QLocale +from AnyQt.QtCore import Qt, QObject, QEventLoop, QTimer, QLocale, QPoint from AnyQt.QtTest import QTest +from AnyQt.QtGui import QMouseEvent +from AnyQt.QtWidgets import QApplication class EventSpy(QObject): @@ -303,3 +305,15 @@ def wrap(*args, **kwargs): return result return wrap return wrapper + + +def mouseMove(widget, pos=QPoint(), delay=-1): # pragma: no-cover + # Like QTest.mouseMove, but functional without QCursor.setPos + if pos.isNull(): + pos = widget.rect().center() + me = QMouseEvent(QMouseEvent.MouseMove, pos, widget.mapToGlobal(pos), + Qt.NoButton, Qt.MouseButtons(0), Qt.NoModifier) + if delay > 0: + QTest.qWait(delay) + + QApplication.sendEvent(widget, me) diff --git a/Orange/widgets/unsupervised/icons/LouvainClustering.svg b/Orange/widgets/unsupervised/icons/LouvainClustering.svg new file mode 100644 index 00000000000..aec85698153 --- /dev/null +++ b/Orange/widgets/unsupervised/icons/LouvainClustering.svg @@ -0,0 +1,25 @@ + + + + + + + + + + + + + + + + + + diff --git a/Orange/widgets/unsupervised/owcorrespondence.py b/Orange/widgets/unsupervised/owcorrespondence.py index 2c3f953b506..14c9d0a617d 100644 --- a/Orange/widgets/unsupervised/owcorrespondence.py +++ b/Orange/widgets/unsupervised/owcorrespondence.py @@ -47,6 +47,7 @@ class OWCorrespondenceAnalysis(widget.OWWidget): name = "Correspondence Analysis" description = "Correspondence analysis for categorical multivariate data." icon = "icons/CorrespondenceAnalysis.svg" + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/unsupervised/owdistancefile.py b/Orange/widgets/unsupervised/owdistancefile.py index 240b31e3690..7228eed9836 100644 --- a/Orange/widgets/unsupervised/owdistancefile.py +++ b/Orange/widgets/unsupervised/owdistancefile.py @@ -17,7 +17,7 @@ class OWDistanceFile(widget.OWWidget, RecentPathsWComboMixin): icon = "icons/DistanceFile.svg" priority = 10 category = "Data" - keywords = ["data", "distances", "load", "read"] + keywords = ["load", "read", "open"] class Outputs: distances = Output("Distances", DistMatrix, dynamic=False) diff --git a/Orange/widgets/unsupervised/owdistancemap.py b/Orange/widgets/unsupervised/owdistancemap.py index 4123b5c1501..d09cb886270 100644 --- a/Orange/widgets/unsupervised/owdistancemap.py +++ b/Orange/widgets/unsupervised/owdistancemap.py @@ -245,6 +245,7 @@ class OWDistanceMap(widget.OWWidget): description = "Visualize a distance matrix." icon = "icons/DistanceMap.svg" priority = 1200 + keywords = [] class Inputs: distances = Input("Distances", Orange.misc.DistMatrix) diff --git a/Orange/widgets/unsupervised/owdistancematrix.py b/Orange/widgets/unsupervised/owdistancematrix.py index 72908978c67..4b95b067059 100644 --- a/Orange/widgets/unsupervised/owdistancematrix.py +++ b/Orange/widgets/unsupervised/owdistancematrix.py @@ -202,6 +202,7 @@ class OWDistanceMatrix(widget.OWWidget): description = "View distance matrix." icon = "icons/DistanceMatrix.svg" priority = 200 + keywords = [] class Inputs: distances = Input("Distances", DistMatrix) diff --git a/Orange/widgets/unsupervised/owdistances.py b/Orange/widgets/unsupervised/owdistances.py index f8f9e189f24..ca47b569d7e 100644 --- a/Orange/widgets/unsupervised/owdistances.py +++ b/Orange/widgets/unsupervised/owdistances.py @@ -27,6 +27,7 @@ class OWDistances(OWWidget): name = "Distances" description = "Compute a matrix of pairwise distances." icon = "icons/Distance.svg" + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) diff --git a/Orange/widgets/unsupervised/owdistancetransformation.py b/Orange/widgets/unsupervised/owdistancetransformation.py index 1e6f95a4c95..a5590629e01 100644 --- a/Orange/widgets/unsupervised/owdistancetransformation.py +++ b/Orange/widgets/unsupervised/owdistancetransformation.py @@ -11,6 +11,7 @@ class OWDistanceTransformation(widget.OWWidget): name = "Distance Transformation" description = "Transform distances according to selected criteria." icon = "icons/DistancesTransformation.svg" + keywords = [] class Inputs: distances = Input("Distances", DistMatrix) diff --git a/Orange/widgets/unsupervised/owhierarchicalclustering.py b/Orange/widgets/unsupervised/owhierarchicalclustering.py index 3024a070212..de1d033c3f2 100644 --- a/Orange/widgets/unsupervised/owhierarchicalclustering.py +++ b/Orange/widgets/unsupervised/owhierarchicalclustering.py @@ -11,8 +11,7 @@ from AnyQt.QtWidgets import ( QGraphicsWidget, QGraphicsObject, QGraphicsLinearLayout, QGraphicsPathItem, QGraphicsScene, QGraphicsView, QGridLayout, QFormLayout, QSizePolicy, - QGraphicsSimpleTextItem, - QGraphicsLayoutItem, QAction, + QGraphicsSimpleTextItem, QGraphicsLayoutItem, QAction, QComboBox ) from AnyQt.QtGui import ( QTransform, QPainterPath, QPainterPathStroker, QColor, QBrush, QPen, @@ -32,7 +31,7 @@ leaves, prune, top_clusters from Orange.widgets import widget, gui, settings -from Orange.widgets.utils import colorpalette, itemmodels +from Orange.widgets.utils import colorpalette, itemmodels, combobox from Orange.widgets.utils.annotated_data import (create_annotated_table, ANNOTATED_DATA_SIGNAL_NAME) from Orange.widgets.widget import Input, Output, Msg @@ -433,11 +432,11 @@ def select_item(self, item, state): """ if state is False and item not in self._selection or \ - state == True and item in self._selection: + state is True and item in self._selection: return # State unchanged if item in self._selection: - if state == False: + if state is False: self._remove_selection(item) self._re_enumerate_selections() self.selectionChanged.emit() @@ -759,6 +758,7 @@ class OWHierarchicalClustering(widget.OWWidget): "constructed from the input distance matrix." icon = "icons/HierarchicalClustering.svg" priority = 2100 + keywords = [] class Inputs: distances = Input("Distances", Orange.misc.DistMatrix) @@ -824,9 +824,18 @@ def __init__(self): model = itemmodels.VariableListModel() model[:] = self.basic_annotations - self.label_cb = gui.comboBox( - self.controlArea, self, "annotation", box="Annotation", - model=model, callback=self._update_labels, contentsLength=12) + + box = gui.widgetBox(self.controlArea, "Annotations") + self.label_cb = combobox.ComboBoxSearch( + minimumContentsLength=14, + sizeAdjustPolicy=QComboBox.AdjustToMinimumContentsLengthWithIcon + ) + box.layout().addWidget(self.label_cb) + self.label_cb.activated[int].connect( + lambda idx: setattr(self, "annotation", model[idx]) + ) + self.label_cb.activated.connect(self._update_labels) + self.label_cb.setModel(model) box = gui.radioButtons( self.controlArea, self, "pruning", box="Pruning", @@ -1051,6 +1060,7 @@ def _set_items(self, items, axis=1): else: self.annotation = "Enumeration" self.openContext(items.domain) + self.label_cb.setCurrentIndex(model.indexOf(self.annotation)) else: name_option = bool( items is not None and ( @@ -1710,7 +1720,7 @@ def clusters_at_height(root, height): return cluster_list -def main(argv=None): +def main(argv=None): # pragma: no cover from AnyQt.QtWidgets import QApplication import sip import Orange.distance as distance @@ -1736,12 +1746,13 @@ def main(argv=None): rval = app.exec_() w.set_distances(None) w.handleNewSignals() - + w.saveSettings() w.onDeleteWidget() sip.delete(w) del w app.processEvents() return rval -if __name__ == "__main__": + +if __name__ == "__main__": # pragma: no cover sys.exit(main()) diff --git a/Orange/widgets/unsupervised/owkmeans.py b/Orange/widgets/unsupervised/owkmeans.py index 8c693f7cc75..adff27eb38e 100644 --- a/Orange/widgets/unsupervised/owkmeans.py +++ b/Orange/widgets/unsupervised/owkmeans.py @@ -93,6 +93,7 @@ class OWKMeans(widget.OWWidget): "quality estimation." icon = "icons/KMeans.svg" priority = 2100 + keywords = ["kmeans", "clustering"] class Inputs: data = Input("Data", Table) @@ -109,6 +110,7 @@ class Error(widget.OWWidget.Error): not_enough_data = widget.Msg( "Too few ({}) unique data instances for {} clusters" ) + no_attributes = widget.Msg("Data is missing features.") class Warning(widget.OWWidget.Warning): no_silhouettes = widget.Msg( @@ -255,6 +257,10 @@ def enough_data_instances(self, k): """k cannot be larger than the number of data instances.""" return len(self.data) >= k + @property + def has_attributes(self): + return len(self.data.domain.attributes) + @staticmethod def _compute_clustering(data, k, init, n_init, max_iter, silhouette, random_state): # type: (Table, int, str, int, int, bool) -> KMeansModel @@ -391,12 +397,18 @@ def commit(self): # cause flickering when the clusters are computed quickly, so this is # the better alternative self.table_model.clear_scores() - self.mainArea.setVisible(self.optimize_k and self.data is not None) + self.mainArea.setVisible(self.optimize_k and self.data is not None and + self.has_attributes) if self.data is None: self.send_data() return + if not self.has_attributes: + self.Error.no_attributes() + self.send_data() + return + if self.optimize_k: self.run_optimization() else: diff --git a/Orange/widgets/unsupervised/owlouvainclustering.py b/Orange/widgets/unsupervised/owlouvainclustering.py new file mode 100644 index 00000000000..10738c4252e --- /dev/null +++ b/Orange/widgets/unsupervised/owlouvainclustering.py @@ -0,0 +1,379 @@ +from collections import deque +from concurrent.futures import Future # pylint: disable=unused-import +from types import SimpleNamespace as namespace +from typing import Optional # pylint: disable=unused-import + +import numpy as np +import networkx as nx # pylint: disable=unused-import +from AnyQt.QtCore import Qt, pyqtSignal as Signal, QObject +from AnyQt.QtWidgets import QSlider, QCheckBox, QWidget # pylint: disable=unused-import + +from Orange.clustering.louvain import table_to_knn_graph, Louvain +from Orange.data import Table, DiscreteVariable +from Orange.projection import PCA +from Orange.widgets import widget, gui, report +from Orange.widgets.settings import DomainContextHandler, ContextSetting, \ + Setting +from Orange.widgets.utils.annotated_data import get_next_name, add_columns, \ + ANNOTATED_DATA_SIGNAL_NAME +from Orange.widgets.utils.concurrent import ThreadExecutor +from Orange.widgets.utils.signals import Input, Output +from Orange.widgets.widget import Msg + +try: + from orangecontrib.network.network import Graph +except ImportError: + Graph = None + + +_MAX_PCA_COMPONENTS = 50 +_DEFAULT_PCA_COMPONENTS = 25 +_MAX_K_NEIGBOURS = 200 +_DEFAULT_K_NEIGHBORS = 30 + + +METRICS = [('Euclidean', 'l2'), ('Manhattan', 'l1')] + + +class TaskQueue(QObject): + """Not really a task queue `per-se`. Running start will run the tasks in + the current list and cannot handle adding other tasks while running.""" + on_exception = Signal(Exception) + on_complete = Signal() + on_progress = Signal(float) + on_cancel = Signal() + + def __init__(self, parent=None): + super().__init__(parent=parent) + self.__tasks = deque() + self.__progress = 0 + self.__cancelled = False + + def cancel(self): + self.__cancelled = True + + def push(self, task): + self.__tasks.append(task) + + def __set_progress(self, progress): + # Only emit progress signal when the progress has changed sufficiently + if int(progress * 100) > int(self.__progress * 100): + self.on_progress.emit(progress) + self.__progress = progress + + def start(self): + num_tasks = len(self.__tasks) + + for idx, task_spec in enumerate(self.__tasks): + + if self.__cancelled: + self.on_cancel.emit() + return + + def __task_progress(percentage, index=idx): + current_progress = index / num_tasks + # How much progress can each task contribute to the total + # work to be done + task_percentage = 1 / len(self.__tasks) + # Convert the progress done by the task into the total + # progress to the task + relative_progress = task_percentage * percentage + self.__set_progress(current_progress + relative_progress) + + try: + if getattr(task_spec, 'progress_callback', False): + task_spec.task(progress_callback=__task_progress) + else: + task_spec.task() + self.__set_progress((idx + 1) / num_tasks) + + except Exception as e: # pylint: disable=broad-except + self.on_exception.emit(e) + return + + self.on_complete.emit() + + +class OWLouvainClustering(widget.OWWidget): + name = 'Louvain Clustering' + description = 'Detects communities in a network of nearest neighbors.' + icon = 'icons/LouvainClustering.svg' + priority = 2110 + + want_main_area = False + + settingsHandler = DomainContextHandler() + + class Inputs: + data = Input('Data', Table, default=True) + + if Graph is not None: + class Outputs: + annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Table, default=True) + graph = Output('Network', Graph) + else: + class Outputs: + annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Table, default=True) + + apply_pca = ContextSetting(True) + pca_components = ContextSetting(_DEFAULT_PCA_COMPONENTS) + metric_idx = ContextSetting(0) + k_neighbors = ContextSetting(_DEFAULT_K_NEIGHBORS) + resolution = ContextSetting(1.) + auto_commit = Setting(True) + + class Error(widget.OWWidget.Error): + empty_dataset = Msg('No features in data') + general_error = Msg('Error occured during clustering\n{}') + + def __init__(self): + super().__init__() + + self.data = None # type: Optional[Table] + self.preprocessed_data = None # type: Optional[Table] + self.graph = None # type: Optional[nx.Graph] + self.partition = None # type: Optional[np.array] + + self.__executor = ThreadExecutor(parent=self) + self.__future = None # type: Optional[Future] + self.__queue = None # type: Optional[TaskQueue] + + pca_box = gui.vBox(self.controlArea, 'PCA Preprocessing') + self.apply_pca_cbx = gui.checkBox( + pca_box, self, 'apply_pca', label='Apply PCA preprocessing', + callback=self._update_graph, + ) # type: QCheckBox + self.pca_components_slider = gui.hSlider( + pca_box, self, 'pca_components', label='Components: ', minValue=2, + maxValue=_MAX_PCA_COMPONENTS, callback=self._update_pca_components, + tracking=False + ) # type: QSlider + + graph_box = gui.vBox(self.controlArea, 'Graph parameters') + self.metric_combo = gui.comboBox( + graph_box, self, 'metric_idx', label='Distance metric', + items=[m[0] for m in METRICS], callback=self._update_graph, + orientation=Qt.Horizontal, + ) # type: gui.OrangeComboBox + self.k_neighbors_spin = gui.spin( + graph_box, self, 'k_neighbors', minv=1, maxv=_MAX_K_NEIGBOURS, + label='k neighbors', controlWidth=80, alignment=Qt.AlignRight, + callback=self._update_graph, + ) # type: gui.SpinBoxWFocusOut + self.resolution_spin = gui.hSlider( + graph_box, self, 'resolution', minValue=0, maxValue=5., step=1e-1, + label='Resolution', intOnly=False, labelFormat='%.1f', + callback=self._update_resolution, tracking=False, + ) # type: QSlider + self.resolution_spin.parent().setToolTip( + 'The resolution parameter affects the number of clusters to find. ' + 'Smaller values tend to produce more clusters and larger values ' + 'retrieve less clusters.' + ) + + self.apply_button = gui.auto_commit( + self.controlArea, self, 'auto_commit', 'Apply', box=None, + commit=self.commit, + ) # type: QWidget + + def _update_graph(self): + self._invalidate_graph() + self.commit() + + def _update_pca_components(self): + self._invalidate_pca_projection() + self.commit() + + def _update_resolution(self): + self._invalidate_partition() + self.commit() + + def _compute_pca_projection(self): + if self.pca_projection is None and self.apply_pca: + self.setStatusMessage('Computing PCA...') + + pca = PCA(n_components=self.pca_components, random_state=0) + model = pca(self.preprocessed_data) + self.pca_projection = model(self.preprocessed_data) + + def _compute_graph(self, progress_callback=None): + if self.graph is None: + self.setStatusMessage('Building graph...') + + data = self.pca_projection if self.apply_pca else self.preprocessed_data + + self.graph = table_to_knn_graph( + data, k_neighbors=self.k_neighbors, + metric=METRICS[self.metric_idx][1], + progress_callback=progress_callback, + ) + + def _compute_partition(self): + if self.partition is None: + self.setStatusMessage('Detecting communities...') + self.setBlocking(True) + + louvain = Louvain(resolution=self.resolution) + self.partition = louvain.fit_predict(self.graph) + + def _processing_complete(self): + self.setStatusMessage('') + self.setBlocking(False) + self.progressBarFinished() + + def _handle_exceptions(self, ex): + self.Error.general_error(str(ex)) + + def cancel(self): + """Cancel any running jobs.""" + if self.__future is not None: + assert self.__queue is not None + self.__queue.cancel() + self.__queue = None + self.__future.cancel() + self.__future = None + + def commit(self): + self.Error.clear() + # Kill any running jobs + self.cancel() + + if self.data is None: + return + + # Make sure the dataset is ok + if len(self.data.domain.attributes) < 1: + self.Error.empty_dataset() + return + + # Preprocess the dataset + if self.preprocessed_data is None: + louvain = Louvain() + self.preprocessed_data = louvain.preprocess(self.data) + + # Prepare the tasks to run + queue = TaskQueue(parent=self) + + if self.pca_projection is None and self.apply_pca: + queue.push(namespace(task=self._compute_pca_projection)) + + if self.graph is None: + queue.push(namespace(task=self._compute_graph, progress_callback=True)) + + if self.partition is None: + queue.push(namespace(task=self._compute_partition)) + + # Prepare callbacks + queue.on_progress.connect(lambda val: self.progressBarSet(100 * val)) + queue.on_complete.connect(self._on_complete) + queue.on_exception.connect(self._handle_exceptions) + self.__queue = queue + + # Run the task queue + self.progressBarInit() + self.setBlocking(True) + self.__future = self.__executor.submit(queue.start) + + def _on_complete(self): + self._processing_complete() + self._send_data() + + def _send_data(self): + if self.partition is None or self.data is None: + return + domain = self.data.domain + # Compute the frequency of each cluster index + counts = np.bincount(self.partition) + indices = np.argsort(counts)[::-1] + index_map = {n: o for n, o in zip(indices, range(len(indices)))} + new_partition = list(map(index_map.get, self.partition)) + + cluster_var = DiscreteVariable( + get_next_name(domain, 'Cluster'), + values=['C%d' % (i + 1) for i, _ in enumerate(np.unique(new_partition))] + ) + + new_domain = add_columns(domain, metas=[cluster_var]) + new_table = self.data.transform(new_domain) + new_table.get_column_view(cluster_var)[0][:] = new_partition + self.Outputs.annotated_data.send(new_table) + + if Graph is not None: + graph = Graph(self.graph) + graph.set_items(new_table) + self.Outputs.graph.send(graph) + + def _invalidate_pca_projection(self): + self.pca_projection = None + self._invalidate_graph() + + def _invalidate_graph(self): + self.graph = None + self._invalidate_partition() + + def _invalidate_partition(self): + self.partition = None + + @Inputs.data + def set_data(self, data): + self.closeContext() + self.Error.clear() + + prev_data, self.data = self.data, data + self.openContext(self.data) + + # If X hasn't changed, there's no reason to recompute clusters + if prev_data and self.data and np.array_equal(self.data.X, prev_data.X): + if self.auto_commit: + self._send_data() + return + + # Clear the outputs + self.Outputs.annotated_data.send(None) + if Graph is not None: + self.Outputs.graph.send(None) + + # Clear internal state + self.preprocessed_data = None + self._invalidate_pca_projection() + if self.data is None: + return + + # Can't have more PCA components than the number of attributes + n_attrs = len(data.domain.attributes) + self.pca_components_slider.setMaximum(min(_MAX_PCA_COMPONENTS, n_attrs)) + self.pca_components_slider.setValue(min(_DEFAULT_PCA_COMPONENTS, n_attrs)) + # Can't have more k neighbors than there are data points + self.k_neighbors_spin.setMaximum(min(_MAX_K_NEIGBOURS, len(data) - 1)) + self.k_neighbors_spin.setValue(min(_DEFAULT_K_NEIGHBORS, len(data) - 1)) + + self.commit() + + def onDeleteWidget(self): + self.cancel() + super().onDeleteWidget() + + def send_report(self): + pca = report.bool_str(self.apply_pca) + if self.apply_pca: + pca += report.plural(', {number} component{s}', self.pca_components) + + self.report_items(( + ('PCA preprocessing', pca), + ('Metric', METRICS[self.metric_idx][0]), + ('k neighbors', self.k_neighbors), + ('Resolution', self.resolution), + )) + + +if __name__ == '__main__': + from AnyQt.QtWidgets import QApplication # pylint: disable=ungrouped-imports + import sys + + app = QApplication(sys.argv) + ow = OWLouvainClustering() + ow.resetSettings() + + ow.set_data(Table(sys.argv[1] if len(sys.argv) > 1 else 'iris')) + ow.show() + app.exec_() diff --git a/Orange/widgets/unsupervised/owmanifoldlearning.py b/Orange/widgets/unsupervised/owmanifoldlearning.py index 83551ba5f7c..ab2eab6e193 100644 --- a/Orange/widgets/unsupervised/owmanifoldlearning.py +++ b/Orange/widgets/unsupervised/owmanifoldlearning.py @@ -176,6 +176,7 @@ class OWManifoldLearning(OWWidget): description = "Nonlinear dimensionality reduction." icon = "icons/Manifold.svg" priority = 2200 + keywords = [] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/unsupervised/owmds.py b/Orange/widgets/unsupervised/owmds.py index 99ab8b26dd1..0940f884578 100644 --- a/Orange/widgets/unsupervised/owmds.py +++ b/Orange/widgets/unsupervised/owmds.py @@ -3,28 +3,27 @@ import numpy as np import scipy.spatial.distance -from AnyQt.QtWidgets import QFormLayout, QApplication -from AnyQt.QtGui import QPainter +from AnyQt.QtWidgets import QApplication from AnyQt.QtCore import Qt, QTimer import pyqtgraph as pg -import Orange.data -from Orange.data import Domain, Table, ContinuousVariable -from Orange.data.util import hstack -import Orange.projection -from Orange.projection.manifold import torgerson -import Orange.distance -import Orange.misc -from Orange.widgets import gui, settings +from Orange.data import ContinuousVariable, Domain, Table, Variable +from Orange.distance import Euclidean +from Orange.misc import DistMatrix +from Orange.projection.manifold import torgerson, MDS + +from Orange.widgets import gui, settings, report from Orange.widgets.settings import SettingProvider from Orange.widgets.utils.sql import check_sql_input -from Orange.widgets import report -from Orange.widgets.visualize.owscatterplotgraph import OWScatterPlotGraph, InteractiveViewBox +from Orange.widgets.visualize.owscatterplotgraph import ( + OWScatterPlotBase, OWProjectionWidget +) from Orange.widgets.widget import Msg, OWWidget, Input, Output from Orange.widgets.utils.annotated_data import ( ANNOTATED_DATA_SIGNAL_NAME, create_annotated_table, create_groups_table, - get_unique_names) + get_unique_names +) def stress(X, distD): @@ -36,74 +35,101 @@ def stress(X, distD): return delta_sq.sum(axis=0) / 2 -class MDSInteractiveViewBox(InteractiveViewBox): - def _dragtip_pos(self): - return 10, 10 - - -class OWMDSGraph(OWScatterPlotGraph): - jitter_size = settings.Setting(0) - - def __init__(self, scatter_widget, parent=None, name="None", view_box=None): - super().__init__(scatter_widget, parent=parent, _=name, view_box=view_box) - for axis_loc in ["left", "bottom"]: - self.plot_widget.hideAxis(axis_loc) - - def update_data(self, attr_x, attr_y, reset_view=True): - super().update_data(attr_x, attr_y, reset_view=reset_view) - for axis in ["left", "bottom"]: - self.plot_widget.hideAxis(axis) - self.plot_widget.setAspectLocked(True, 1) - - def compute_sizes(self): - def scale(a): - dmin, dmax = np.nanmin(a), np.nanmax(a) - if dmax - dmin > 0: - return (a - dmin) / (dmax - dmin) - else: - return np.zeros_like(a) - - self.master.Information.missing_size.clear() - if self.attr_size is None: - size_data = np.full((self.n_points,), self.point_width, - dtype=float) - elif self.attr_size == "Stress": - size_data = scale(stress(self.master.embedding, self.master.effective_matrix)) - size_data = self.MinShapeSize + size_data * self.point_width - else: - size_data = \ - self.MinShapeSize + \ - self.scaled_data.get_column_view(self.attr_size)[0][self.valid_data] * \ - self.point_width - nans = np.isnan(size_data) - if np.any(nans): - size_data[nans] = self.MinShapeSize - 2 - self.master.Information.missing_size(self.attr_size) - return size_data - - #: Maximum number of displayed closest pairs. MAX_N_PAIRS = 10000 -class OWMDS(OWWidget): + +class OWMDSGraph(OWScatterPlotBase): + #: Percentage of all pairs displayed (ranges from 0 to 20) + connected_pairs = settings.Setting(5) + + def __init__(self, scatter_widget, parent): + super().__init__(scatter_widget, parent) + self.pairs_curve = None + self.draw_pairs = True + self._similar_pairs = None + self.effective_matrix = None + + def set_effective_matrix(self, effective_matrix): + self.effective_matrix = effective_matrix + + def pause_drawing_pairs(self): + self.draw_pairs = False + + def resume_drawing_pairs(self): + self.draw_pairs = True + self.update_pairs(True) + + def update_coordinates(self): + super().update_coordinates() + self.update_pairs(reconnect=False) + + def update_pairs(self, reconnect): + if self.pairs_curve: + self.plot_widget.removeItem(self.pairs_curve) + if not self.draw_pairs or self.connected_pairs == 0 \ + or self.effective_matrix is None \ + or self.scatterplot_item is None: + return + emb_x, emb_y = self.scatterplot_item.getData() + if self._similar_pairs is None or reconnect: + # This code requires storing lower triangle of X (n x n / 2 + # doubles), n x n / 2 * 2 indices to X, n x n / 2 indices for + # argsort result. If this becomes an issue, it can be reduced to + # n x n argsort indices by argsorting the entire X. Then we + # take the first n + 2 * p indices. We compute their coordinates + # i, j in the original matrix. We keep those for which i < j. + # n + 2 * p will suffice to exclude the diagonal (i = j). If the + # number of those for which i < j is smaller than p, we instead + # take i > j. Among those that remain, we take the first p. + # Assuming that MDS can't show so many points that memory could + # become an issue, I preferred using simpler code. + m = self.effective_matrix + n = len(m) + p = min(n * (n - 1) // 2 * self.connected_pairs // 100, + MAX_N_PAIRS * self.connected_pairs // 20) + indcs = np.triu_indices(n, 1) + sorted = np.argsort(m[indcs])[:p] + self._similar_pairs = fpairs = np.empty(2 * p, dtype=int) + fpairs[::2] = indcs[0][sorted] + fpairs[1::2] = indcs[1][sorted] + emb_x_pairs = emb_x[self._similar_pairs].reshape((-1, 2)) + emb_y_pairs = emb_y[self._similar_pairs].reshape((-1, 2)) + + # Filter out zero distance lines (in embedding coords). + # Null (zero length) line causes bad rendering artifacts + # in Qt when using the raster graphics system (see gh-issue: 1668). + (x1, x2), (y1, y2) = (emb_x_pairs.T, emb_y_pairs.T) + pairs_mask = ~(np.isclose(x1, x2) & np.isclose(y1, y2)) + emb_x_pairs = emb_x_pairs[pairs_mask, :] + emb_y_pairs = emb_y_pairs[pairs_mask, :] + self.pairs_curve = pg.PlotCurveItem( + emb_x_pairs.ravel(), emb_y_pairs.ravel(), + pen=pg.mkPen(0.8, width=2, cosmetic=True), + connect="pairs", antialias=True) + self.plot_widget.addItem(self.pairs_curve) + + +class OWMDS(OWProjectionWidget): name = "MDS" description = "Two-dimensional data projection by multidimensional " \ "scaling constructed from a distance matrix." icon = "icons/MDS.svg" + keywords = ["multidimensional scaling", "multi dimensional scaling"] class Inputs: - data = Input("Data", Orange.data.Table, default=True) - distances = Input("Distances", Orange.misc.DistMatrix) - data_subset = Input("Data Subset", Orange.data.Table) + data = Input("Data", Table, default=True) + distances = Input("Distances", DistMatrix) + data_subset = Input("Data Subset", Table) class Outputs: - selected_data = Output("Selected Data", Orange.data.Table, default=True) - annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Orange.data.Table) + selected_data = Output("Selected Data", Table, default=True) + annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Table) - settings_version = 2 + settings_version = 3 #: Initialization type - PCA, Random = 0, 1 + PCA, Random, Jitter = 0, 1, 2 #: Refresh rate RefreshRate = [ @@ -124,22 +150,9 @@ class Outputs: initialization = settings.Setting(PCA) refresh_rate = settings.Setting(3) - # output embedding role. - NoRole, AttrRole, AddAttrRole, MetaRole = 0, 1, 2, 3 - auto_commit = settings.Setting(True) - selection_indices = settings.Setting(None, schema_only=True) - - #: Percentage of all pairs displayed (ranges from 0 to 20) - connected_pairs = settings.Setting(5) - - legend_anchor = settings.Setting(((1, 0), (1, 0))) - graph = SettingProvider(OWMDSGraph) - - jitter_sizes = [0, 0.1, 0.5, 1, 2, 3, 4, 5, 7, 10] - graph_name = "graph.plot_widget.plotItem" class Error(OWWidget.Error): @@ -154,26 +167,17 @@ class Error(OWWidget.Error): def __init__(self): super().__init__() #: Input dissimilarity matrix - self.matrix = None # type: Optional[Orange.misc.DistMatrix] - #: Effective data used for plot styling/annotations. Can be from the - #: input signal (`self.signal_data`) or the input matrix - #: (`self.matrix.data`) - self.data = None # type: Optional[Orange.data.Table] + self.matrix = None # type: Optional[DistMatrix] #: Input subset data table - self.subset_data = None # type: Optional[Orange.data.Table] + self.subset_data = None # type: Optional[Table] #: Data table from the `self.matrix.row_items` (if present) - self.matrix_data = None # type: Optional[Orange.data.Table] + self.matrix_data = None # type: Optional[Table] #: Input data table self.signal_data = None - self._similar_pairs = None self._subset_mask = None # type: Optional[np.ndarray] self._invalidated = False self.effective_matrix = None - self._curve = None - - self.variable_x = ContinuousVariable("mds-x") - self.variable_y = ContinuousVariable("mds-y") self.__update_loop = None # timer for scheduling updates @@ -181,103 +185,46 @@ def __init__(self): self.__timer.timeout.connect(self.__next_step) self.__state = OWMDS.Waiting self.__in_next_step = False - self.__draw_similar_pairs = False - - box = gui.vBox(self.controlArea, "MDS Optimization") - form = QFormLayout( - labelAlignment=Qt.AlignLeft, - formAlignment=Qt.AlignLeft, - fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow, - verticalSpacing=10 - ) - - form.addRow( - "Max iterations:", - gui.spin(box, self, "max_iter", 10, 10 ** 4, step=1)) - - form.addRow( - "Initialization:", - gui.radioButtons(box, self, "initialization", btnLabels=("PCA (Torgerson)", "Random"), - callback=self.__invalidate_embedding)) - - box.layout().addLayout(form) - form.addRow( - "Refresh:", - gui.comboBox(box, self, "refresh_rate", items=[t for t, _ in OWMDS.RefreshRate], - callback=self.__invalidate_refresh)) - gui.separator(box, 10) - self.runbutton = gui.button(box, self, "Run", callback=self._toggle_run) box = gui.vBox(self.mainArea, True, margin=0) - self.graph = OWMDSGraph(self, box, "MDSGraph", view_box=MDSInteractiveViewBox) + self.graph = OWMDSGraph(self, box) + self.graph.pause_drawing_pairs() box.layout().addWidget(self.graph.plot_widget) self.plot = self.graph.plot_widget - g = self.graph.gui - box = g.point_properties_box(self.controlArea) - self.models = g.points_models - self.size_model = self.models[2] - self.label_model = self.models[3] - self.size_model.order = \ - self.size_model.order[:1] + ("Stress", ) + self.models[2].order[1:] - - gui.hSlider(box, self, "connected_pairs", label="Show similar pairs:", minValue=0, - maxValue=20, createLabel=False, callback=self._on_connected_changed) - g.add_widgets(ids=[g.JitterSizeSlider], widget=box) - - box = gui.vBox(self.controlArea, "Plot Properties") - g.add_widgets([g.ShowLegend, - g.ToolTipShowsAll, - g.ClassDensity, - g.LabelOnlySelected], box) - self.controlArea.layout().addStretch(100) - self.icons = gui.attributeIconDict - - palette = self.graph.plot_widget.palette() - self.graph.set_palette(palette) + box = gui.vBox(self.controlArea, box=True) + self.runbutton = gui.button(box, self, "Run optimization", + callback=self._toggle_run) + gui.comboBox(box, self, "refresh_rate", label="Refresh: ", + orientation=Qt.Horizontal, + items=[t for t, _ in OWMDS.RefreshRate], + callback=self.__invalidate_refresh) + hbox = gui.hBox(box, margin=0) + gui.button(hbox, self, "PCA", callback=self.do_PCA) + gui.button(hbox, self, "Randomize", callback=self.do_random) + gui.button(hbox, self, "Jitter", callback=self.do_jitter) + + g.point_properties_box(self.controlArea) + box = g.effects_box(self.controlArea) + g.add_control(box, gui.hSlider, "Show similar pairs:", + master=self.graph, value="connected_pairs", + minValue=0, maxValue=20, createLabel=False, + callback=self._on_connected_changed + ) + g.plot_properties_box(self.controlArea) - gui.rubber(self.controlArea) + self.size_model = g.points_models[2] + self.size_model.order = g.points_models[2].order[:1] + ("Stress", ) + \ + g.points_models[2].order[1:] + self.controlArea.layout().addStretch(100) self.graph.box_zoom_select(self.controlArea) + gui.auto_commit(self.controlArea, self, "auto_commit", + "Send Selection", "Send Automatically") - gui.auto_commit(box, self, "auto_commit", "Send Selected", - checkbox_label="Send selected automatically", - box=None) - - self.plot.getPlotItem().hideButtons() - self.plot.setRenderHint(QPainter.Antialiasing) - - self.graph.jitter_continuous = True self._initialize() - def reset_graph_data(self, *_): - if self.data is not None: - self.graph.rescale_data() - self.update_graph() - self.connect_pairs() - - def update_colors(self): - pass - - def update_density(self): - self.update_graph(reset_view=False) - - def update_regression_line(self): - self.update_graph(reset_view=False) - - def init_attr_values(self): - self.graph.set_domain(self.data) - - def prepare_data(self): - pass - - def update_graph(self, reset_view=True, **_): - self.graph.zoomStack = [] - if self.graph.data is None: - return - self.graph.update_data(self.variable_x, self.variable_y, True) - def selection_changed(self): self.commit() @@ -288,7 +235,7 @@ def set_data(self, data): Parameters ---------- - data : Optional[Orange.data.Table] + data : Optional[Table] """ if data is not None and len(data) < 2: self.Error.not_enough_rows() @@ -298,10 +245,10 @@ def set_data(self, data): self.signal_data = data - if self.matrix is not None and data is not None and len(self.matrix) == len(data): + if self.matrix is not None and data is not None and \ + len(self.matrix) == len(data): self.closeContext() self.data = data - self.init_attr_values() self.openContext(data) else: self._invalidated = True @@ -331,7 +278,7 @@ def set_subset_data(self, subset_data): Parameters ---------- - subset_data: Optional[Orange.data.Table] + subset_data: Optional[Table] """ self.subset_data = subset_data # invalidate the pen/brush when the subset is changed @@ -339,26 +286,22 @@ def set_subset_data(self, subset_data): self.controls.graph.alpha_value.setEnabled(subset_data is None) def _clear(self): - self._similar_pairs = None - + self.graph.set_effective_matrix(None) self.__set_update_loop(None) self.__state = OWMDS.Waiting - def _clear_plot(self): - self.graph.plot_widget.clear() - def _initialize(self): # clear everything self.closeContext() self._clear() self.Error.clear() - self.data = None self.effective_matrix = None self.embedding = None - self.init_attr_values() # if no data nor matrix is present reset plot - if self.signal_data is None and self.matrix is None: + if self.signal_data is None and self.matrix_data is None: + self.data = None + self.init_attr_values() return if self.signal_data is not None and self.matrix is not None and \ @@ -377,14 +320,15 @@ def _initialize(self): if self.matrix.axis == 0 and self.data is self.matrix_data: self.data = None elif self.data.domain.attributes: - preprocessed_data = Orange.projection.MDS().preprocess(self.data) - self.effective_matrix = Orange.distance.Euclidean(preprocessed_data) + preprocessed_data = MDS().preprocess(self.data) + self.effective_matrix = Euclidean(preprocessed_data) else: self.Error.no_attributes() return self.init_attr_values() self.openContext(self.data) + self.graph.set_effective_matrix(self.effective_matrix) def _toggle_run(self): if self.__state == OWMDS.Running: @@ -408,7 +352,7 @@ def stop(self): self.__set_update_loop(None) def __start(self): - self.__draw_similar_pairs = False + self.graph.pause_drawing_pairs() X = self.effective_matrix init = self.embedding @@ -429,10 +373,11 @@ def update_loop(X, max_iter, step, init): while not done: step_iter = min(max_iter - iterations_done, step) - mds = Orange.projection.MDS( + mds = MDS( dissimilarity="precomputed", n_components=2, n_init=1, max_iter=step_iter, - init_type=init_type, init_data=init) + init_type=init_type, init_data=init + ) mdsfit = mds(X) iterations_done += step_iter @@ -505,26 +450,39 @@ def __next_step(self): except StopIteration: self.__set_update_loop(None) self.unconditional_commit() - self.__draw_similar_pairs = True - self._update_plot() + self.graph.resume_drawing_pairs() + self.graph.update_coordinates() except MemoryError: self.Error.out_of_memory() self.__set_update_loop(None) - self.__draw_similar_pairs = True + self.graph.resume_drawing_pairs() except Exception as exc: self.Error.optimization_error(str(exc)) self.__set_update_loop(None) - self.__draw_similar_pairs = True + self.graph.resume_drawing_pairs() else: self.progressBarSet(100.0 * progress, processEvents=None) self.embedding = embedding - self._update_plot() + self.graph.update_coordinates() # schedule next update self.__timer.start() self.__in_next_step = False - def __invalidate_embedding(self): + def do_PCA(self): + self.__invalidate_embedding(self.PCA) + + def do_random(self): + self.__invalidate_embedding(self.Random) + + def do_jitter(self): + self.__invalidate_embedding(self.Jitter) + + def __invalidate_embedding(self, initialization=PCA): + def jitter_coord(part): + span = np.max(part) - np.min(part) + part += np.random.uniform(-span / 20, span / 20, len(part)) + # reset/invalidate the MDS embedding, to the default initialization # (Random or PCA), restarting the optimization if necessary. if self.embedding is None: @@ -535,10 +493,13 @@ def __invalidate_embedding(self): X = self.effective_matrix - if self.initialization == OWMDS.PCA: + if initialization == OWMDS.PCA: self.embedding = torgerson(X) - else: + elif initialization == OWMDS.Random: self.embedding = np.random.rand(len(X), 2) + else: + jitter_coord(self.embedding[:, 0]) + jitter_coord(self.embedding[:, 1]) self._update_plot() @@ -560,109 +521,53 @@ def __invalidate_refresh(self): def handleNewSignals(self): if self._invalidated: - self.__draw_similar_pairs = False + self.graph.pause_drawing_pairs() self._invalidated = False self._initialize() self.start() - if self._subset_mask is None and self.subset_data is not None and \ - self.data is not None: - self._subset_mask = np.in1d(self.data.ids, self.subset_data.ids) - - self._update_plot(new=True) + self._update_plot() self.unconditional_commit() def _invalidate_output(self): self.commit() def _on_connected_changed(self): - self._similar_pairs = None - self.connect_pairs() - - def _update_plot(self, new=False): - self._clear_plot() + self.graph.set_effective_matrix(self.effective_matrix) + self.graph.update_pairs(reconnect=True) + def _update_plot(self): + self.graph.reset_graph() if self.embedding is not None: - self._setup_plot(new=new) + self.graph.update_pairs(reconnect=True) + + def get_size_data(self): + if self.attr_size == "Stress": + return stress(self.embedding, self.effective_matrix) else: - self.graph.new_data(None) + return super().get_size_data() - def connect_pairs(self): - if self._curve: - self.graph.plot_widget.removeItem(self._curve) - if not (self.connected_pairs and self.__draw_similar_pairs): - return - emb_x, emb_y = self.graph.get_xy_data_positions( - self.variable_x, self.variable_y, self.graph.valid_data) - if self._similar_pairs is None: - # This code requires storing lower triangle of X (n x n / 2 - # doubles), n x n / 2 * 2 indices to X, n x n / 2 indices for - # argsort result. If this becomes an issue, it can be reduced to - # n x n argsort indices by argsorting the entire X. Then we - # take the first n + 2 * p indices. We compute their coordinates - # i, j in the original matrix. We keep those for which i < j. - # n + 2 * p will suffice to exclude the diagonal (i = j). If the - # number of those for which i < j is smaller than p, we instead - # take i > j. Among those that remain, we take the first p. - # Assuming that MDS can't show so many points that memory could - # become an issue, I preferred using simpler code. - m = self.effective_matrix - n = len(m) - p = min(n * (n - 1) // 2 * self.connected_pairs // 100, - MAX_N_PAIRS * self.connected_pairs // 20) - indcs = np.triu_indices(n, 1) - sorted = np.argsort(m[indcs])[:p] - self._similar_pairs = fpairs = np.empty(2 * p, dtype=int) - fpairs[::2] = indcs[0][sorted] - fpairs[1::2] = indcs[1][sorted] - emb_x_pairs = emb_x[self._similar_pairs].reshape((-1, 2)) - emb_y_pairs = emb_y[self._similar_pairs].reshape((-1, 2)) + def get_coordinates_data(self): + return self.embedding.T if self.embedding is not None else (None, None) - # Filter out zero distance lines (in embedding coords). - # Null (zero length) line causes bad rendering artifacts - # in Qt when using the raster graphics system (see gh-issue: 1668). - (x1, x2), (y1, y2) = (emb_x_pairs.T, emb_y_pairs.T) - pairs_mask = ~(np.isclose(x1, x2) & np.isclose(y1, y2)) - emb_x_pairs = emb_x_pairs[pairs_mask, :] - emb_y_pairs = emb_y_pairs[pairs_mask, :] - self._curve = pg.PlotCurveItem( - emb_x_pairs.ravel(), emb_y_pairs.ravel(), - pen=pg.mkPen(0.8, width=2, cosmetic=True), - connect="pairs", antialias=True) - self.graph.plot_widget.addItem(self._curve) - - def _setup_plot(self, new=False): - emb_x, emb_y = self.embedding[:, 0], self.embedding[:, 1] - coords = np.vstack((emb_x, emb_y)).T - - data = self.data - attributes = data.domain.attributes + (self.variable_x, self.variable_y) - domain = Domain(attributes=attributes, - class_vars=data.domain.class_vars, - metas=data.domain.metas) - data = Table.from_numpy(domain, X=hstack((data.X, coords)), - Y=data.Y, metas=data.metas) - subset_data = data[self._subset_mask] if self._subset_mask is not None else None - self.graph.new_data(data, subset_data=subset_data, new=new) - self.graph.update_data(self.variable_x, self.variable_y, True) - self.connect_pairs() + def get_subset_mask(self): + if self.data is not None and self.subset_data is not None: + return np.in1d(self.data.ids, self.subset_data.ids) def commit(self): if self.embedding is not None: names = get_unique_names([v.name for v in self.data.domain.variables], ["mds-x", "mds-y"]) - output = embedding = Orange.data.Table.from_numpy( - Orange.data.Domain([ContinuousVariable(names[0]), ContinuousVariable(names[1])]), - self.embedding - ) + domain = Domain([ContinuousVariable(names[0]), + ContinuousVariable(names[1])]) + output = embedding = Table.from_numpy(domain, self.embedding) else: output = embedding = None if self.embedding is not None and self.data is not None: domain = self.data.domain - domain = Orange.data.Domain(domain.attributes, - domain.class_vars, - domain.metas + embedding.domain.attributes) + domain = Domain(domain.attributes, domain.class_vars, + domain.metas + embedding.domain.attributes) output = self.data.transform(domain) output.metas[:, -2:] = embedding.X @@ -680,7 +585,7 @@ def commit(self): def onDeleteWidget(self): super().onDeleteWidget() - self._clear_plot() + self.graph.clear() self._clear() def send_report(self): @@ -688,14 +593,15 @@ def send_report(self): return def name(var): - return var and var.name + return var.name if isinstance(var, Variable) else var caption = report.render_items_vert(( - ("Color", name(self.graph.attr_color)), - ("Label", name(self.graph.attr_label)), - ("Shape", name(self.graph.attr_shape)), - ("Size", name(self.graph.attr_size)), - ("Jittering", self.graph.jitter_size != 0 and "{} %".format(self.graph.jitter_size)))) + ("Color", name(self.attr_color)), + ("Label", name(self.attr_label)), + ("Shape", name(self.attr_shape)), + ("Size", name(self.attr_size)), + ("Jittering", self.graph.jitter_size != 0 and "{} %".format( + self.graph.jitter_size)))) self.report_plot() if caption: self.report_caption(caption) @@ -712,6 +618,10 @@ def migrate_settings(cls, settings_, version): settings_["graph"] = settings_graph settings_["auto_commit"] = settings_["autocommit"] + if version < 3: + if "connected_pairs" in settings_: + connected_pairs = settings_["connected_pairs"] + settings_["graph"]["connected_pairs"] = connected_pairs @classmethod def migrate_context(cls, context, version): @@ -719,19 +629,26 @@ def migrate_context(cls, context, version): domain = context.ordered_domain n_domain = [t for t in context.ordered_domain if t[1] == 2] c_domain = [t for t in context.ordered_domain if t[1] == 1] - context_values_graph = {} + context_values = {} for _, old_val, new_val in ((domain, "color_value", "attr_color"), (c_domain, "shape_value", "attr_shape"), (n_domain, "size_value", "attr_size"), (domain, "label_value", "attr_label")): tmp = context.values[old_val] if tmp[1] >= 0: - context_values_graph[new_val] = (tmp[0], tmp[1] + 100) + context_values[new_val] = (tmp[0], tmp[1] + 100) elif tmp[0] != "Stress": - context_values_graph[new_val] = None + context_values[new_val] = None else: - context_values_graph[new_val] = tmp - context.values["graph"] = context_values_graph + context_values[new_val] = tmp + context.values = context_values + + if version < 3 and "graph" in context.values: + values = context.values + values["attr_color"] = values["graph"]["attr_color"] + values["attr_size"] = values["graph"]["attr_size"] + values["attr_shape"] = values["graph"]["attr_shape"] + values["attr_label"] = values["graph"]["attr_label"] def main(argv=None): @@ -745,7 +662,7 @@ def main(argv=None): else: filename = "iris" - data = Orange.data.Table(filename) + data = Table(filename) w = OWMDS() w.set_data(data) w.set_subset_data(data[np.random.choice(len(data), 10)]) diff --git a/Orange/widgets/unsupervised/owpca.py b/Orange/widgets/unsupervised/owpca.py index 2cc77374bdc..434c05398ce 100644 --- a/Orange/widgets/unsupervised/owpca.py +++ b/Orange/widgets/unsupervised/owpca.py @@ -35,6 +35,7 @@ class OWPCA(widget.OWWidget): description = "Principal component analysis with a scree-diagram." icon = "icons/PCA.svg" priority = 3050 + keywords = ["principal component analysis", "linear transformation"] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/unsupervised/tests/test_owkmeans.py b/Orange/widgets/unsupervised/tests/test_owkmeans.py index fe45fc75a23..32d2314a8d3 100644 --- a/Orange/widgets/unsupervised/tests/test_owkmeans.py +++ b/Orange/widgets/unsupervised/tests/test_owkmeans.py @@ -446,6 +446,13 @@ def assert_all_same(l): self.widget.smart_init = 1 assert_all_same([cluster() for _ in range(5)]) + def test_error_no_attributes(self): + domain = Domain([]) + table = Table.from_domain(domain, n_rows=10) + self.widget.auto_commit = True + self.send_signal(self.widget.Inputs.data, table) + self.assertTrue(self.widget.Error.no_attributes.is_shown()) + if __name__ == "__main__": unittest.main() diff --git a/Orange/widgets/unsupervised/tests/test_owlouvain.py b/Orange/widgets/unsupervised/tests/test_owlouvain.py new file mode 100644 index 00000000000..f73832a8903 --- /dev/null +++ b/Orange/widgets/unsupervised/tests/test_owlouvain.py @@ -0,0 +1,96 @@ +from unittest.mock import patch + +import numpy as np + +from Orange.data import Table, Domain, ContinuousVariable +from Orange.widgets.tests.base import WidgetTest +from Orange.widgets.unsupervised.owlouvainclustering import OWLouvainClustering + +# Deterministic tests +np.random.seed(42) + + +class TestOWLouvain(WidgetTest): + def setUp(self): + self.widget = self.create_widget( + OWLouvainClustering, stored_settings={'auto_commit': False} + ) + self.iris = Table('iris') + + def tearDown(self): + self.widget.onDeleteWidget() + super().tearDown() + + def test_removing_data(self): + self.send_signal(self.widget.Inputs.data, self.iris) + self.commit_and_wait() + self.send_signal(self.widget.Inputs.data, None) + self.commit_and_wait() + + def test_clusters_ordered_by_size(self): + """Cluster names should be sorted based on the number of instances.""" + x1 = np.array([[0, 0]] * 20) + x2 = np.array([[1, 0]] * 15) + x3 = np.array([[0, 1]] * 10) + x4 = np.array([[1, 1]] * 5) + data = np.vstack((x1, x2, x3, x4)) + # Remove any order depencence in data, not that this should affect it + np.random.shuffle(data) + + table = Table.from_numpy(domain=Domain.from_numpy(X=data), X=data) + + self.send_signal(self.widget.Inputs.data, table) + self.widget.k_neighbors = 4 + self.commit_and_wait() + output = self.get_output(self.widget.Outputs.annotated_data) + + clustering = output.get_column_view('Cluster')[0].astype(int) + counts = np.bincount(clustering) + np.testing.assert_equal(counts, sorted(counts, reverse=True)) + + def test_empty_dataset(self): + # Prepare a table with 5 rows with only meta attributes + meta = np.array([0] * 5) + meta_var = ContinuousVariable(name='meta_var') + table = Table.from_domain(domain=Domain([], metas=[meta_var]), n_rows=5) + table.get_column_view(meta_var)[0][:] = meta + + self.send_signal(self.widget.Inputs.data, table) + self.commit_and_wait() + self.assertTrue(self.widget.Error.empty_dataset.is_shown()) + + def test_do_not_recluster_on_same_data(self): + """Do not recluster data points when targets or metas change.""" + + # Prepare some dummy data + x = np.eye(5) + y1, y2 = np.ones((5, 1)), np.ones((5, 2)) + meta1, meta2 = np.ones((5, 1)), np.ones((5, 2)) + + table1 = Table.from_numpy( + domain=Domain.from_numpy(X=x, Y=y1, metas=meta1), + X=x, Y=y1, metas=meta1, + ) + # X is same, should not cause update + table2 = Table.from_numpy( + domain=Domain.from_numpy(X=x, Y=y2, metas=meta2), + X=x, Y=y2, metas=meta2, + ) + # X is different, should cause update + table3 = table1.copy() + table3.X[:, 0] = 1 + + with patch.object(self.widget, 'commit') as commit: + self.send_signal(self.widget.Inputs.data, table1) + self.commit_and_wait() + call_count = commit.call_count + + # Sending data with same X should not recompute the clustering + self.send_signal(self.widget.Inputs.data, table2) + self.commit_and_wait() + self.assertEqual(call_count, commit.call_count) + + # Sending data with different X should recompute the clustering + self.send_signal(self.widget.Inputs.data, table3) + self.commit_and_wait() + self.assertEqual(call_count + 1, commit.call_count) diff --git a/Orange/widgets/unsupervised/tests/test_owmds.py b/Orange/widgets/unsupervised/tests/test_owmds.py index d7e50494fb7..1d49a393b7a 100644 --- a/Orange/widgets/unsupervised/tests/test_owmds.py +++ b/Orange/widgets/unsupervised/tests/test_owmds.py @@ -7,17 +7,20 @@ import numpy as np from AnyQt.QtCore import QRectF, QPointF +from AnyQt.QtTest import QSignalSpy from Orange.data import Table from Orange.misc import DistMatrix from Orange.distance import Euclidean from Orange.widgets.settings import Context -from Orange.widgets.unsupervised.owmds import OWMDS -from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin, datasets +from Orange.widgets.tests.base import (WidgetTest, WidgetOutputsTestMixin, + datasets, ProjectionWidgetTestMixin) from Orange.widgets.tests.utils import simulate +from Orange.widgets.unsupervised.owmds import OWMDS +from Orange.widgets.utils.plot import OWPlotGUI -class TestOWMDS(WidgetTest, WidgetOutputsTestMixin): +class TestOWMDS(WidgetTest, WidgetOutputsTestMixin, ProjectionWidgetTestMixin): @classmethod def setUpClass(cls): super().setUpClass() @@ -42,7 +45,6 @@ def setUp(self): self.towns = DistMatrix.from_file( os.path.join(self.datasets_dir, "slovenian-towns.dst")) - def tearDown(self): self.widget.onDeleteWidget() super().tearDown() @@ -64,7 +66,7 @@ def test_pca_init(self): def test_nan_plot(self): def combobox_run_through_all(): - cb = self.widget.graph.controls + cb = self.widget.controls simulate.combobox_run_through_all(cb.attr_color) # simulate.combobox_run_through_all(cb.attr_shape) simulate.combobox_run_through_all(cb.attr_size) @@ -118,22 +120,12 @@ def test_distances_without_data_1(self): signal_data.row_items = None self.send_signal("Distances", signal_data) - def test_send_report(self): - self.send_signal(self.widget.Inputs.data, None) - self.widget.send_report() - self.send_signal(self.widget.Inputs.data, self.data) - self.widget.send_report() - def test_small_data(self): data = self.data[:1] self.assertFalse(self.widget.Error.not_enough_rows.is_shown()) self.send_signal(self.widget.Inputs.data, data) # self.assertTrue(self.widget.Error.not_enough_rows.is_shown()) - def test_subset_data(self): - self.send_signal(self.widget.Inputs.data_subset, self.data[::10]) - self.send_signal(self.widget.Inputs.data, self.data) - def test_run(self): self.send_signal(self.widget.Inputs.data, self.data) self.widget.runbutton.click() @@ -173,18 +165,18 @@ def test_migrate_settings_from_version_1(self): 'savedWidgetGeometry': None } w = self.create_widget(OWMDS, stored_settings=settings) - data = self.data - self.send_signal(w.Inputs.data, data, widget=w) + domain = self.data.domain + self.send_signal(w.Inputs.data, self.data, widget=w) g = w.graph - for a, value in ((g.attr_color, "iris"), - (g.attr_shape, "iris"), - (g.attr_size, "Stress"), - (g.attr_label, "sepal length"), + for a, value in ((w.attr_color, domain["iris"]), + (w.attr_shape, domain["iris"]), + (w.attr_size, "Stress"), + (w.attr_label, domain["sepal length"]), (g.label_only_selected, True), (g.alpha_value, 230), (g.point_width, 8), (g.jitter_size, 0.5)): - self.assertTrue(a, value) + self.assertEqual(a, value) self.assertFalse(w.auto_commit) def test_attr_label_from_dist_matrix_from_file(self): @@ -196,26 +188,26 @@ def test_attr_label_from_dist_matrix_from_file(self): # Distance matrix with labels self.send_signal(w.Inputs.distances, self.towns) - self.assertIn(row_items.domain["label"], w.label_model) + self.assertIn(row_items.domain["label"], w.controls.attr_label.model()) # Distances matrix without labels self.towns.row_items = None self.send_signal(w.Inputs.distances, self.towns) - self.assertEqual(list(w.label_model), [None]) + self.assertEqual(list(w.controls.attr_label.model()), [None]) # No data self.send_signal(w.Inputs.distances, None) - self.assertEqual(list(w.label_model), [None]) + self.assertEqual(list(w.controls.attr_label.model()), [None]) # Distances matrix with labels again self.towns.row_items = row_items self.send_signal(w.Inputs.distances, self.towns) - self.assertIn(row_items.domain["label"], w.label_model) + self.assertIn(row_items.domain["label"], w.controls.attr_label.model()) # Followed by no data self.towns.row_items = None self.send_signal(w.Inputs.distances, self.towns) - self.assertEqual(list(w.label_model), [None]) + self.assertEqual(list(w.controls.attr_label.model()), [None]) def test_attr_label_from_dist_matrix_from_data(self): w = self.widget @@ -228,7 +220,7 @@ def test_attr_label_from_dist_matrix_from_data(self): self.send_signal(w.Inputs.distances, dist) self.send_signal(w.Inputs.data, data) self.assertTrue(set(chain(data.domain.variables, data.domain.metas)) - < set(w.label_model)) + < set(w.controls.attr_label.model())) def test_attr_label_from_data(self): w = self.widget @@ -240,7 +232,7 @@ def test_attr_label_from_data(self): dist = Euclidean(data) self.send_signal(w.Inputs.distances, dist) self.assertTrue(set(chain(data.domain.variables, data.domain.metas)) - < set(w.label_model)) + < set(w.controls.attr_label.model())) def test_attr_label_matrix_and_data(self): w = self.widget @@ -254,22 +246,31 @@ def test_attr_label_matrix_and_data(self): self.send_signal(w.Inputs.distances, dist) self.send_signal(w.Inputs.data, data) self.assertTrue(set(chain(data.domain.variables, data.domain.metas)) - < set(w.label_model)) + < set(w.controls.attr_label.model())) # Has data, but receives a signal without data: has to keep the label - dist.row_items = None - self.send_signal(w.Inputs.distances, dist) + self.send_signal(w.Inputs.distances, None) self.assertTrue(set(chain(data.domain.variables, data.domain.metas)) - < set(w.label_model)) + < set(w.controls.attr_label.model())) # Has matrix without data, and loses the data: remove the label self.send_signal(w.Inputs.data, None) - self.assertEqual(list(w.label_model), [None]) + self.assertEqual(list(w.controls.attr_label.model()), [None]) # Has matrix without data, receives data: add attrs to combo, select self.send_signal(w.Inputs.data, data) self.assertTrue(set(chain(data.domain.variables, data.domain.metas)) - < set(w.label_model)) + < set(w.controls.attr_label.model())) + + def test_overlap(self): + self.send_signal(self.signal_name, self.signal_data) + if self.widget.isBlocking(): + spy = QSignalSpy(self.widget.blockingStateChanged) + self.assertTrue(spy.wait(5000)) + self.assertEqual(len(set(self.widget.graph.get_sizes())), 1) + simulate.combobox_activate_item(self.widget.controls.attr_size, + OWPlotGUI.SizeByOverlap) + self.assertEqual(len(set(self.widget.graph.get_sizes())), 1) if __name__ == "__main__": diff --git a/Orange/widgets/utils/combobox.py b/Orange/widgets/utils/combobox.py new file mode 100644 index 00000000000..0047ff646c0 --- /dev/null +++ b/Orange/widgets/utils/combobox.py @@ -0,0 +1,355 @@ +# pylint: disable=unused-import +from typing import Optional + +from AnyQt.QtCore import ( + Qt, QEvent, QObject, QAbstractItemModel, QSortFilterProxyModel, + QModelIndex, QSize, QRect, QPoint, QMargins, QElapsedTimer +) +from AnyQt.QtGui import QMouseEvent, QKeyEvent, QPainter, QPalette, QPen +from AnyQt.QtWidgets import ( + QWidget, QComboBox, QLineEdit, QAbstractItemView, QListView, + QStyleOptionComboBox, QStyleOptionViewItem, QStyle, QStylePainter, + QStyledItemDelegate, QApplication +) + + +class _ComboBoxListDelegate(QStyledItemDelegate): + def paint(self, painter, option, index): + # type: (QPainter, QStyleOptionViewItem, QModelIndex) -> None + super().paint(painter, option, index) + if index.data(Qt.AccessibleDescriptionRole) == "separator": + palette = option.palette # type: QPalette + brush = palette.brush(QPalette.Disabled, QPalette.Foreground) + painter.setPen(QPen(brush, 1.0)) + rect = option.rect # type: QRect + y = rect.center().y() + painter.drawLine(rect.left(), y, rect.left() + rect.width(), y) + + +class ComboBoxSearch(QComboBox): + """ + A drop down list combo box with filter/search. + + The popup list view is filtered by text entered in the filter field. + + Note + ---- + `popup`, `lineEdit` and `completer` from the base QComboBox class are + unused. Setting/modifying them will have no effect. + """ + # NOTE: Setting editable + QComboBox.NoInsert policy + ... did not achieve + # the same results. + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.__searchline = QLineEdit(self, visible=False, frame=False) + self.__searchline.setAttribute(Qt.WA_MacShowFocusRect, False) + self.__searchline.setFocusProxy(self) + self.__popup = None # type: Optional[QAbstractItemModel] + self.__proxy = None # type: Optional[QSortFilterProxyModel] + self.__popupTimer = QElapsedTimer() + self.setFocusPolicy(Qt.ClickFocus | Qt.TabFocus) + + def showPopup(self): + # type: () -> None + """ + Reimplemented from QComboBox.showPopup + + Popup up a customized view and filter edit line. + + Note + ---- + The .popup(), .lineEdit(), .completer() of the base class are not used. + """ + if self.__popup is not None: + # We have user entered state that cannot be disturbed + # (entered filter text, scroll offset, ...) + return # pragma: no cover + + if self.count() == 0: + return + + opt = QStyleOptionComboBox() + self.initStyleOption(opt) + popup = QListView( + uniformItemSizes=True, + horizontalScrollBarPolicy=Qt.ScrollBarAlwaysOff, + verticalScrollBarPolicy=Qt.ScrollBarAsNeeded, + iconSize=self.iconSize(), + ) + popup.setFocusProxy(self.__searchline) + popup.setParent(self, Qt.Popup | Qt.FramelessWindowHint) + popup.setItemDelegate(_ComboBoxListDelegate(popup)) + proxy = QSortFilterProxyModel( + popup, filterCaseSensitivity=Qt.CaseInsensitive + ) + proxy.setFilterKeyColumn(self.modelColumn()) + proxy.setSourceModel(self.model()) + popup.setModel(proxy) + root = proxy.mapFromSource(self.rootModelIndex()) + popup.setRootIndex(root) + + self.__popup = popup + self.__proxy = proxy + self.__searchline.setText("") + self.__searchline.setPlaceholderText("Filter...") + self.__searchline.setVisible(True) + self.__searchline.textEdited.connect(proxy.setFilterFixedString) + + style = self.style() # type: QStyle + + popuprect_origin = style.subControlRect( + QStyle.CC_ComboBox, opt, QStyle.SC_ComboBoxListBoxPopup, self + ) # type: QRect + popuprect_origin = QRect( + self.mapToGlobal(popuprect_origin.topLeft()), + popuprect_origin.size() + ) + editrect = style.subControlRect( + QStyle.CC_ComboBox, opt, QStyle.SC_ComboBoxEditField, self + ) # type: QRect + self.__searchline.setGeometry(editrect) + desktop = QApplication.desktop() + screenrect = desktop.availableGeometry(self) # type: QRect + + # get the height for the view + listrect = QRect() + for i in range(min(proxy.rowCount(root), self.maxVisibleItems())): + index = proxy.index(i, self.modelColumn(), root) + if index.isValid(): + listrect = listrect.united(popup.visualRect(index)) + if listrect.height() >= screenrect.height(): + break + window = popup.window() # type: QWidget + window.ensurePolished() + if window.layout() is not None: + window.layout().activate() + else: + QApplication.sendEvent(window, QEvent(QEvent.LayoutRequest)) + + margins = qwidget_margin_within(popup.viewport(), window) + height = (listrect.height() + 2 * popup.spacing() + + margins.top() + margins.bottom()) + + popup_size = (QSize(popuprect_origin.width(), height) + .expandedTo(window.minimumSize()) + .boundedTo(window.maximumSize()) + .boundedTo(screenrect.size())) + popuprect = QRect(popuprect_origin.bottomLeft(), popup_size) + + popuprect = dropdown_popup_geometry( + popuprect, popuprect_origin, screenrect) + popup.setGeometry(popuprect) + + current = proxy.mapFromSource( + self.model().index(self.currentIndex(), self.modelColumn(), + self.rootModelIndex())) + popup.setCurrentIndex(current) + popup.scrollTo(current, QAbstractItemView.EnsureVisible) + popup.show() + popup.setFocus(Qt.PopupFocusReason) + popup.installEventFilter(self) + popup.viewport().installEventFilter(self) + popup.viewport().setMouseTracking(True) + self.update() + self.__popupTimer.restart() + + def hidePopup(self): + """Reimplemented""" + if self.__popup is not None: + popup = self.__popup + self.__popup = self.__proxy = None + popup.setFocusProxy(None) + popup.hide() + popup.deleteLater() + popup.removeEventFilter(self) + popup.viewport().removeEventFilter(self) + + # need to call base hidePopup even though the base showPopup was not + # called (update internal state wrt. 'pressed' arrow, ...) + super().hidePopup() + self.__searchline.hide() + self.update() + + def initStyleOption(self, option): + # type: (QStyleOptionComboBox) -> None + super().initStyleOption(option) + option.editable = True + + def __updateGeometries(self): + opt = QStyleOptionComboBox() + self.initStyleOption(opt) + editarea = self.style().subControlRect( + QStyle.CC_ComboBox, opt, QStyle.SC_ComboBoxEditField, self) + self.__searchline.setGeometry(editarea) + + def resizeEvent(self, event): + """Reimplemented.""" + super().resizeEvent(event) + self.__updateGeometries() + + def paintEvent(self, event): + """Reimplemented.""" + opt = QStyleOptionComboBox() + self.initStyleOption(opt) + painter = QStylePainter(self) + painter.drawComplexControl(QStyle.CC_ComboBox, opt) + if not self.__searchline.isVisibleTo(self): + opt.editable = False + painter.drawControl(QStyle.CE_ComboBoxLabel, opt) + + def eventFilter(self, obj, event): # pylint: disable=too-many-branches + # type: (QObject, QEvent) -> bool + """Reimplemented.""" + etype = event.type() + if etype == QEvent.FocusOut and self.__popup is not None: + self.hidePopup() + return True + if etype == QEvent.Hide and self.__popup is not None: + self.hidePopup() + return False + + if etype == QEvent.KeyPress or etype == QEvent.KeyRelease or \ + etype == QEvent.ShortcutOverride and obj is self.__popup: + event = event # type: QKeyEvent + key, modifiers = event.key(), event.modifiers() + if key in (Qt.Key_Enter, Qt.Key_Return, Qt.Key_Select): + current = self.__popup.currentIndex() + if current.isValid(): + self.__activateProxyIndex(current) + elif key in (Qt.Key_Up, Qt.Key_Down, + Qt.Key_PageUp, Qt.Key_PageDown): + return False # + elif key in (Qt.Key_Tab, Qt.Key_Backtab): + pass + elif key == Qt.Key_Escape or \ + (key == Qt.Key_F4 and modifiers & Qt.AltModifier): + self.__popup.hide() + return True + else: + # pass the input events to the filter edit line (no propagation + # up the parent chain). + self.__searchline.event(event) + if event.isAccepted(): + return True + if etype == QEvent.MouseButtonRelease and self.__popup is not None \ + and obj is self.__popup.viewport() \ + and self.__popupTimer.elapsed() >= \ + QApplication.doubleClickInterval(): + event = event # type: QMouseEvent + index = self.__popup.indexAt(event.pos()) + if index.isValid(): + self.__activateProxyIndex(index) + + if etype == QEvent.MouseMove and self.__popup is not None \ + and obj is self.__popup.viewport(): + event = event # type: QMouseEvent + opt = QStyleOptionComboBox() + self.initStyleOption(opt) + style = self.style() # type: QStyle + if style.styleHint(QStyle.SH_ComboBox_ListMouseTracking, opt, self): + index = self.__popup.indexAt(event.pos()) + if index.isValid() and \ + index.flags() & (Qt.ItemIsEnabled | Qt.ItemIsSelectable): + self.__popup.setCurrentIndex(index) + + if etype == QEvent.MouseButtonPress and self.__popup is obj: + # Popup border or out of window mouse button press/release. + # At least on windows this needs to be handled. + style = self.style() + opt = QStyleOptionComboBox() + self.initStyleOption(opt) + opt.subControls = QStyle.SC_All + opt.activeSubControls = QStyle.SC_ComboBoxArrow + pos = self.mapFromGlobal(event.globalPos()) + sc = style.hitTestComplexControl(QStyle.CC_ComboBox, opt, pos, self) + if sc != QStyle.SC_None: + self.__popup.setAttribute(Qt.WA_NoMouseReplay) + self.hidePopup() + + return super().eventFilter(obj, event) + + def __activateProxyIndex(self, index): + # type: (QModelIndex) -> None + # Set current and activate the source index corresponding to the proxy + # index in the popup's model. + if self.__popup is not None and index.isValid(): + proxy = self.__popup.model() + assert index.model() is proxy + index = proxy.mapToSource(index) + assert index.model() is self.model() + if index.isValid() and \ + index.flags() & (Qt.ItemIsEnabled | Qt.ItemIsSelectable): + self.hidePopup() + text = self.itemText(index.row()) + self.setCurrentIndex(index.row()) + self.activated[int].emit(index.row()) + self.activated[str].emit(text) + + +def qwidget_margin_within(widget, ancestor): + # type: (QWidget, QWidget) -> QMargins + """ + Return the 'margins' of widget within its 'ancestor' + + Ancestor must be within the widget's parent hierarchy and both widgets must + share the same top level window. + + Parameters + ---------- + widget : QWidget + ancestor : QWidget + + Returns + ------- + margins: QMargins + """ + assert ancestor.isAncestorOf(widget) + assert ancestor.window() is widget.window() + r1 = widget.geometry() + r2 = ancestor.geometry() + topleft = r1.topLeft() + bottomright = r1.bottomRight() + topleft = widget.mapTo(ancestor, topleft) + bottomright = widget.mapTo(ancestor, bottomright) + return QMargins(topleft.x(), topleft.y(), + r2.right() - bottomright.x(), + r2.bottom() - bottomright.y()) + + +def dropdown_popup_geometry(geometry, origin, screen): + # type: (QRect, QRect, QRect) -> QRect + """ + Move/constrain the geometry for a drop down popup. + + Parameters + ---------- + geometry : QRect + The base popup geometry if not constrained. + origin : QRect + The origin rect from which the popup extends. + screen : QRect + The available screen geometry into which the popup must fit. + + Returns + ------- + geometry: QRect + Constrained drop down list geometry to fit into screen + """ + # if the popup geometry extends bellow the screen and there is more room + # above the popup origin ... + geometry = QRect(geometry) + geometry.moveTopLeft(origin.bottomLeft() + QPoint(0, 1)) + + if geometry.bottom() > screen.bottom() \ + and origin.center().y() > screen.center().y(): + # ...flip the rect about the origin so it extends upwards + geometry.moveBottom(origin.top() - 1) + + # fixup horizontal position if it extends outside the screen + if geometry.left() < screen.left(): + geometry.moveLeft(screen.left()) + if geometry.right() > screen.right(): + geometry.moveRight(screen.right()) + + # bounded by screen geometry + return geometry.intersected(screen) diff --git a/Orange/widgets/utils/concurrent.py b/Orange/widgets/utils/concurrent.py index 018f3ca147b..ed6810b3f80 100644 --- a/Orange/widgets/utils/concurrent.py +++ b/Orange/widgets/utils/concurrent.py @@ -3,6 +3,7 @@ """ # TODO: Rename the module to something that does not conflict with stdlib # concurrent +import os import threading import atexit import logging @@ -192,15 +193,53 @@ class ThreadExecutor(QObject, concurrent.futures.Executor): threadPool : Optional[QThreadPool] Thread pool to be used by the instance of the Executor. If `None` - then ``QThreadPool.globalInstance()`` will be used. + then a private global thread pool will be used. + .. versionchanged:: 3.15 + Before 3.15 a `QThreadPool.globalPool()` was used as the default. + + .. warning:: + If you pass a custom `QThreadPool` make sure it creates threads + with sufficient stack size for the tasks submitted to the executor + (see `QThreadPool.setStackSize`). """ + # A default thread pool. Replaced QThreadPool due to insufficient default + # stack size for created threads (QTBUG-2568). Not using even on + # Qt >= 5.10 just for consistency sake. + class __global: + __lock = threading.Lock() + __instance = None + + @classmethod + def instance(cls): + # type: () -> concurrent.futures.ThreadPoolExecutor + with cls.__lock: + if cls.__instance is None: + cls.__instance = concurrent.futures.ThreadPoolExecutor( + max_workers=(os.cpu_count() or 1) + ) + return cls.__instance def __init__(self, parent=None, threadPool=None, **kwargs): super().__init__(parent, **kwargs) + if threadPool is None: - threadPool = QThreadPool.globalInstance() + threadPool = self.__global.instance() + self._threadPool = threadPool + if isinstance(threadPool, QThreadPool): + def start(runnable): + # type: (QRunnable) -> None + threadPool.start(runnable) + elif isinstance(threadPool, concurrent.futures.Executor): + # adapt to Executor interface + def start(runnable): + # type: (QRunnable) -> None + threadPool.submit(runnable.run) + else: + raise TypeError("Invalid `threadPool` type '{}'" + .format(type(threadPool).__name__)) + self.__start = start self._depot_thread = None self._futures = [] self._shutdown = False @@ -233,7 +272,7 @@ def submit(self, func, *args, **kwargs): self._futures.append(f) f.add_done_callback(self._future_done) - self._threadPool.start(runnable) + self.__start(runnable) return f def submit_task(self, task): @@ -249,7 +288,7 @@ def submit_task(self, task): self._futures.append(f) f.add_done_callback(self._future_done) - self._threadPool.start(runnable) + self.__start(runnable) return f def __make_task_runnable(self, task): diff --git a/Orange/widgets/utils/filedialogs.py b/Orange/widgets/utils/filedialogs.py index 3fd4560517d..3e605793fb6 100644 --- a/Orange/widgets/utils/filedialogs.py +++ b/Orange/widgets/utils/filedialogs.py @@ -243,14 +243,17 @@ def search(self, searchpaths): def resolve(self, searchpaths): if self.prefix is None and os.path.exists(self.abspath): return self - elif self.prefix is not None: + else: for prefix, base in searchpaths: - if self.prefix == prefix: + path = None + if self.prefix and self.prefix == prefix: path = os.path.join(base, self.relpath) - if os.path.exists(path): - return RecentPath( - os.path.normpath(path), self.prefix, self.relpath, - file_format=self.file_format) + elif not self.prefix and prefix == "basedir": + path = os.path.join(base, self.basename) + if path and os.path.exists(path): + return RecentPath( + os.path.normpath(path), self.prefix, self.relpath, + file_format=self.file_format) return None @property @@ -347,16 +350,6 @@ def _relocate_recent_files(self): # in some model (untested!) self.recent_paths[:] = rec - def workflowEnvChanged(self, key, value, oldvalue): - """ - Handle changes of the working directory - - The function is triggered by a signal from the canvas when the user - saves the schema. - """ - if key == "basedir": - self._relocate_recent_files() - def add_path(self, filename): """Add (or move) a file name to the top of recent paths""" self._check_init() @@ -417,7 +410,7 @@ def set_file_list(self): self.file_combo.setItemData(i, QBrush(Qt.red), Qt.TextColorRole) - def workflowEnvChanged(self, key, value, oldvalue): - super().workflowEnvChanged(key, value, oldvalue) + def update_file_list(self, key, value, oldvalue): if key == "basedir": + self._relocate_recent_files() self.set_file_list() diff --git a/Orange/widgets/utils/itemmodels.py b/Orange/widgets/utils/itemmodels.py index 2f6fa188ba1..6f22918243a 100644 --- a/Orange/widgets/utils/itemmodels.py +++ b/Orange/widgets/utils/itemmodels.py @@ -540,8 +540,6 @@ def headerData(self, section, orientation, role=Qt.DisplayRole): if role == Qt.DisplayRole: return str(section) - - # noinspection PyMethodOverriding def rowCount(self, parent=QModelIndex()): return 0 if parent.isValid() else len(self._list) @@ -572,7 +570,8 @@ def parent(self, index=QModelIndex()): def setData(self, index, value, role=Qt.EditRole): if role == Qt.EditRole: if self._is_index_valid(index): - self[index.row()] = value # Will emit proper dataChanged signal + self._list[index.row()] = value + self.dataChanged.emit(index, index) return True elif self._is_index_valid(index): self._other_data[index.row()][role] = value @@ -589,7 +588,7 @@ def setItemData(self, index, data): for role, value in data.items(): if role == Qt.EditRole and \ self._is_index_valid(index): - self[index.row()] = value + self._list[index.row()] = value elif self._is_index_valid(index): self._other_data[index.row()][role] = value @@ -602,8 +601,6 @@ def flags(self, index): else: return self._flags | Qt.ItemIsDropEnabled - - # noinspection PyMethodOverriding def insertRows(self, row, count, parent=QModelIndex()): """ Insert ``count`` rows at ``row``, the list fill be filled with ``None`` @@ -614,8 +611,6 @@ def insertRows(self, row, count, parent=QModelIndex()): else: return False - - # noinspection PyMethodOverriding def removeRows(self, row, count, parent=QModelIndex()): """Remove ``count`` rows starting at ``row`` """ @@ -625,6 +620,28 @@ def removeRows(self, row, count, parent=QModelIndex()): else: return False + def moveRows(self, sourceParent, sourceRow, count, + destinationParent, destinationChild): + # type: (QModelIndex, int, int, QModelIndex, int) -> bool + """ + Move `count` rows starting at `sourceRow` to `destinationChild`. + + Reimplemented from QAbstractItemModel.moveRows + """ + if not self.beginMoveRows(sourceParent, sourceRow, sourceRow + count - 1, + destinationParent, destinationChild): + return False + take_slice = slice(sourceRow, sourceRow + count) + insert_at = destinationChild + if insert_at > sourceRow: + insert_at -= count + items, other = self._list[take_slice], self._other_data[take_slice] + del self._list[take_slice], self._other_data[take_slice] + self._list[insert_at:insert_at] = items + self._other_data[insert_at: insert_at] = other + self.endMoveRows() + return True + def extend(self, iterable): list_ = list(iterable) self.beginInsertRows(QModelIndex(), @@ -1017,6 +1034,27 @@ def reverse(self): def sort(self, *args, **kwargs): return super().sort(*args, **kwargs) + def setData(self, index, value, role=Qt.EditRole): + # reimplemented + if role == Qt.EditRole: + return False + else: + return super().setData(index, value, role) + + def setItemData(self, index, data): + # reimplemented + if Qt.EditRole in data: + return False + else: + return super().setItemData(index, data) + + def insertRows(self, row, count, parent=QModelIndex()): + # reimplemented + return False + + def removeRows(self, row, count, parent=QModelIndex()): + # reimplemented + return False _html_replace = [("<", "<"), (">", ">")] diff --git a/Orange/widgets/utils/matplotlib_export.py b/Orange/widgets/utils/matplotlib_export.py new file mode 100644 index 00000000000..f82a07feb62 --- /dev/null +++ b/Orange/widgets/utils/matplotlib_export.py @@ -0,0 +1,215 @@ +from itertools import chain + +import numpy as np + +from matplotlib.colors import to_hex +from pyqtgraph.graphicsItems.ScatterPlotItem import ScatterPlotItem +from AnyQt.QtCore import Qt +from AnyQt.QtGui import QPen, QBrush + + +def numpy_repr(a): + """ A numpy repr without summarization """ + opts = np.get_printoptions() + # avoid numpy repr as it changes between versions + # TODO handle numpy repr differences + if isinstance(a, np.ndarray): + return "array(" + repr(list(a)) + ")" + try: + np.set_printoptions(threshold=10**10) + return repr(a) + finally: + np.set_printoptions(**opts) + + +def numpy_repr_int(a): + # avoid numpy repr as it changes between versions + # TODO handle numpy repr differences + return "array(" + repr(list(a)) + ", dtype='int')" + + +def compress_if_all_same(l): + s = set(l) + return s.pop() if len(s) == 1 else l + + +def is_sequence_not_string(a): + if isinstance(a, str): + return False + try: + iter(a) + return True + except TypeError: + pass + return False + + +def code_with_indices(data, data_name, indices, indices_name): + if is_sequence_not_string(data) and indices is not None: + return data_name + "[" + indices_name + "]" + else: + return data_name + + +def index_per_different(l): + different = [] + different_ind = {} + index = [] + for e in l: + if e not in different_ind: + different_ind[e] = len(different) + different.append(e) + index.append(different_ind[e]) + return different, index + + +def scatterplot_code(scatterplot_item): + x = scatterplot_item.data['x'] + y = scatterplot_item.data['y'] + sizes = scatterplot_item.data["size"] + + code = [] + + code.append("# data") + code.append("x = {}".format(numpy_repr(x))) + code.append("y = {}".format(numpy_repr(y))) + + code.append("# style") + sizes = compress_if_all_same(sizes) + if sizes == -1: + sizes = None + code.append("sizes = {}".format(numpy_repr(sizes))) + + def colortuple(pen): + if isinstance(pen, (QPen, QBrush)): + color = pen.color() + return color.redF(), color.greenF(), color.blueF(), color.alphaF() + return pen + + def width(pen): + if isinstance(pen, QPen): + return pen.widthF() + return pen + + linewidths = np.array([width(a) for a in scatterplot_item.data["pen"]]) + + def shown(a): + if isinstance(a, (QPen, QBrush)): + s = a.style() + if s == Qt.NoPen or s == Qt.NoBrush or a.color().alpha() == 0: + return False + return True + + shown_edge = [shown(a) for a in scatterplot_item.data["pen"]] + shown_brush = [shown(a) for a in scatterplot_item.data["brush"]] + + # return early if the scatterplot is all transparent + if not any(shown_edge) and not any(shown_brush): + return "" + + def do_colors(code, data_column, show, name): + colors = [colortuple(a) for a in data_column] + if all(a is None for a in colors): + colors, index = None, None + else: + # replace None values with blue colors + colors = np.array([((0, 0, 1, 1) if a is None else a) + for a in colors]) + # set alpha for hidden (Qt.NoPen, Qt.NoBrush) elements to zero + colors[:, 3][np.array(show) == 0] = 0 + # shorter color names for printout + colors = [to_hex(c, keep_alpha=True) for c in colors] + colors, index = index_per_different(colors) + + code.append("{} = {}".format(name, repr(colors))) + if index is not None: + code.append("{}_index = {}".format(name, numpy_repr_int(index))) + + decompresssed_code = name + if index is not None: + decompresssed_code = "array({})[{}_index]".format(name, name) + colors = np.array(colors)[index] + + return colors, decompresssed_code + + edgecolors, edgecolors_code = do_colors(code, scatterplot_item.data["pen"], shown_edge, "edgecolors") + facecolors, facecolors_code = do_colors(code, scatterplot_item.data["brush"], shown_brush, "facecolors") + + linewidths = compress_if_all_same(linewidths) + code.append("linewidths = {}".format(numpy_repr(linewidths))) + + # possible_markers for scatterplot are in .graph.CurveSymbols + def matplotlib_marker(m): + if m == "t": + return "^" + elif m == "t2": + return ">" + elif m == "t3": + return "<" + elif m == "star": + return "*" + elif m == "+": + return "P" + elif m == "x": + return "X" + return m + + # TODO labels are missing + + # each marker requires one call to matplotlib's scatter! + markers = np.array([matplotlib_marker(m) for m in scatterplot_item.data["symbol"]]) + for m in set(markers): + indices = np.where(markers == m)[0] + if np.all(indices == np.arange(x.shape[0])): + indices = None + if indices is not None: + code.append("indices = {}".format(numpy_repr_int(indices))) + + def indexed(data, data_name, indices=indices): + return code_with_indices(data, data_name, indices, "indices") + + code.append("plt.scatter(x={}, y={}, s={}, marker={},\n" + " facecolors={}, edgecolors={},\n" + " linewidths={})" + .format(indexed(x, "x"), + indexed(y, "y"), + (indexed(sizes, "sizes") + "**2/4") if sizes is not None else "sizes", + repr(m), + indexed(facecolors, facecolors_code), + indexed(edgecolors, edgecolors_code), + indexed(linewidths, "linewidths") + )) + + return "\n".join(code) + + +def scene_code(scene): + + code = [] + + code.append("import matplotlib.pyplot as plt") + code.append("from numpy import array") + + code.append("") + code.append("plt.clf()") + + code.append("") + + for item in scene.items: + if isinstance(item, ScatterPlotItem): + code.append(scatterplot_code(item)) + + # TODO currently does not work for graphs without axes and for multiple axes! + for position, set_ticks, set_label in [("bottom", "plt.xticks", "plt.xlabel"), + ("left", "plt.yticks", "plt.ylabel")]: + axis = scene.getAxis(position) + code.append("{}({})".format(set_label, repr(str(axis.labelText)))) + + # textual tick labels + if axis._tickLevels is not None: + major_minor = list(chain(*axis._tickLevels)) + locs = [a[0] for a in major_minor] + labels = [a[1] for a in major_minor] + code.append("{}({}, {})".format(set_ticks, locs, repr(labels))) + + return "\n".join(code) diff --git a/Orange/widgets/utils/plot/owplotgui.py b/Orange/widgets/utils/plot/owplotgui.py index 3c3bd29b722..68e05276d5c 100644 --- a/Orange/widgets/utils/plot/owplotgui.py +++ b/Orange/widgets/utils/plot/owplotgui.py @@ -37,8 +37,8 @@ from Orange.widgets.utils.listfilter import variables_filter from Orange.widgets.utils.itemmodels import DomainModel -from AnyQt.QtWidgets import QWidget, QToolButton, QVBoxLayout, QHBoxLayout, QMenu, QAction,\ - QDialog, QSizePolicy, QPushButton, QListView +from AnyQt.QtWidgets import QWidget, QToolButton, QVBoxLayout, QHBoxLayout, QGridLayout, QMenu, QAction,\ + QDialog, QSizePolicy, QPushButton, QListView, QLabel from AnyQt.QtGui import QIcon, QKeySequence from AnyQt.QtCore import Qt, pyqtSignal, QPoint, QSize @@ -136,7 +136,7 @@ def add_variables(self): class VariablesSelection: - def __call__(self, master, model_selected, model_other): + def __call__(self, master, model_selected, model_other, widget=None): self.master = master params_view = {"sizePolicy": QSizePolicy(*SIZE_POLICY_ADAPTING), @@ -146,8 +146,10 @@ def __call__(self, master, model_selected, model_other): "dragDropOverwriteMode": False, "dragDropMode": QListView.DragDrop} - self.view_selected = view = gui.listView(widget=master.controlArea, master=master, - box="Displayed Axes", **params_view) + self.view_selected = view = gui.listView( + widget or master.controlArea, master, + box=True, **params_view + ) view.box.setMinimumHeight(120) view.viewport().setAcceptDrops(True) @@ -465,11 +467,14 @@ def __init__(self, plot): self.shape_model = DomainModel(placeholder="(Same shape)", valid_types=DiscreteVariable) self.size_model = DomainModel(placeholder="(Same size)", + order=(self.SizeByOverlap,) + DomainModel.SEPARATED, valid_types=ContinuousVariable) self.label_model = DomainModel(placeholder="(No labels)") self.points_models = [self.color_model, self.shape_model, self.size_model, self.label_model] + SizeByOverlap = "Overlap" + Spacing = 0 ShowLegend = 2 @@ -567,9 +572,9 @@ def __init__(self, plot): .. seealso:: :meth:`.tool_button` ''' - def _get_callback(self, name): + def _get_callback(self, name, master=None): if type(name) == str: - return getattr(self._plot, name, self._plot.replot) + return getattr(master or self._plot, name) else: return name @@ -579,7 +584,16 @@ def _check_box(self, widget, value, label, cb_name): When the checkbox is toggled, the attribute ``value`` of the plot object is set to the checkbox' check state, and the callback ``cb_name`` is called. ''' - return gui.checkBox(widget, self._plot, value, label, callback=self._get_callback(cb_name)) + args = dict(master=self._plot, value=value, label=label, + callback=self._get_callback(cb_name, self._plot)) + if isinstance(widget.layout(), QGridLayout): + widget = widget.layout() + if isinstance(widget, QGridLayout): + checkbox = gui.checkBox(None, **args) + widget.addWidget(checkbox, widget.rowCount(), 1) + return checkbox + else: + return gui.checkBox(widget, **args) def antialiasing_check_box(self, widget): ''' @@ -588,16 +602,17 @@ def antialiasing_check_box(self, widget): self._check_box(widget, 'use_antialiasing', 'Use antialiasing', 'update_antialiasing') def jitter_size_slider(self, widget): - values = getattr(self._plot.master, "jitter_sizes", self.JITTER_SIZES) - gui.valueSlider( - widget=widget, master=self._plot, value='jitter_size', label="Jittering: ", - values=values, callback=self._plot.master.reset_graph_data, - labelFormat=lambda x: "None" if x == 0 else ("%.1f %%" if x < 1 else "%d %%") % x) + return self.add_control( + widget, gui.valueSlider, "Jittering", + master=self._plot, value='jitter_size', + values=getattr(self._plot, "jitter_sizes", self.JITTER_SIZES), + callback=self._plot.update_coordinates) def jitter_numeric_check_box(self, widget): - gui.checkBox( - widget=gui.indentedBox(widget=widget), master=self._plot, value="jitter_continuous", - label="Jitter numeric values", callback=self._plot.master.reset_graph_data) + self._check_box( + widget=widget, + value="jitter_continuous", label="Jitter numeric values", + cb_name="update_coordinates") def show_legend_check_box(self, widget): ''' @@ -606,24 +621,26 @@ def show_legend_check_box(self, widget): self._check_box(widget, 'show_legend', 'Show legend', 'update_legend') def tooltip_shows_all_check_box(self, widget): - self._check_box(widget=widget, value="tooltip_shows_all", - label='Show all data on mouse hover', cb_name="cb_tooltip_shows_all") + gui.checkBox( + widget=widget, master=self._plot.master, value="tooltip_shows_all", + label='Show all data on mouse hover') def class_density_check_box(self, widget): self._plot.master.cb_class_density = \ - self._check_box(widget=widget, value="class_density", label="Show class density", - cb_name=self._plot.master.update_density) + self._check_box(widget=widget, value="class_density", + label="Show color regions", + cb_name=self._plot.update_density) def regression_line_check_box(self, widget): self._plot.master.cb_reg_line = \ self._check_box(widget=widget, value="show_reg_line", label="Show regression line", - cb_name=self._plot.master.update_regression_line) + cb_name=self._plot.update_regression_line) def label_only_selected_check_box(self, widget): self._check_box(widget=widget, value="label_only_selected", label="Label only selected points", - cb_name=self._plot.master.graph.update_labels) + cb_name=self._plot.update_labels) def filled_symbols_check_box(self, widget): self._check_box(widget, 'show_filled_symbols', 'Show filled symbols', @@ -638,76 +655,109 @@ def animations_check_box(self, widget): ''' self._check_box(widget, 'use_animations', 'Use animations', 'update_animations') + def add_control(self, widget, control, label, **args): + if isinstance(widget.layout(), QGridLayout): + widget = widget.layout() + if isinstance(widget, QGridLayout): + row = widget.rowCount() + element = control(None, **args) + widget.addWidget(QLabel(label), row, 0) + widget.addWidget(element, row, 1) + return element + else: + return control(widget, label=label, **args) + def _slider(self, widget, value, label, min_value, max_value, step, cb_name, show_number=False): - gui.hSlider(widget, self._plot, value, label=label, minValue=min_value, - maxValue=max_value, step=step, createLabel=show_number, - callback=self._get_callback(cb_name)) + return self.add_control( + widget, gui.hSlider, label, + master=self._plot, value=value, minValue=min_value, + maxValue=max_value, step=step, createLabel=show_number, + callback=self._get_callback(cb_name, self._plot.master)) - def point_size_slider(self, widget): + def point_size_slider(self, widget, label="Symbol size: "): ''' Creates a slider that controls point size ''' - self._slider(widget, 'point_width', "Symbol size: ", 1, 20, 1, 'update_point_size') + return self._slider(widget, 'point_width', label, 1, 20, 1, 'sizes_changed') - def alpha_value_slider(self, widget): + def alpha_value_slider(self, widget, label="Opacity: "): ''' Creates a slider that controls point transparency ''' - self._slider(widget, 'alpha_value', "Opacity: ", 0, 255, 10, 'update_alpha_value') + return self._slider(widget, 'alpha_value', label, 0, 255, 10, 'colors_changed') def _combo(self, widget, value, label, cb_name, items=(), model=None): - gui.comboBox(widget, self._plot, value, label=label, items=items, - model=model, callback=self._get_callback(cb_name), - labelWidth=50, orientation=Qt.Horizontal, valueType=str, - sendSelectedValue=True, contentsLength=12) - - def color_value_combo(self, widget): + return self.add_control( + widget, gui.comboBox, label, + master=self._plot.master, value=value, items=items, model=model, + callback=self._get_callback(cb_name, self._plot.master), + orientation=Qt.Horizontal, valueType=str, + sendSelectedValue=True, contentsLength=12, + labelWidth=50) + + def color_value_combo(self, widget, label="Color: "): """Creates a combo box that controls point color""" - self._combo(widget, "attr_color", "Color: ", "update_colors", + self._combo(widget, "attr_color", label, "colors_changed", model=self.color_model) - def shape_value_combo(self, widget): + def shape_value_combo(self, widget, label="Shape: "): """Creates a combo box that controls point shape""" - self._combo(widget, "attr_shape", "Shape: ", "update_shapes", + self._combo(widget, "attr_shape", label, "shapes_changed", model=self.shape_model) - def size_value_combo(self, widget): + def size_value_combo(self, widget, label="Size: "): """Creates a combo box that controls point size""" - self._combo(widget, "attr_size", "Size: ", "update_sizes", + self._combo(widget, "attr_size", label, "sizes_changed", model=self.size_model) - def label_value_combo(self, widget): + def label_value_combo(self, widget, label="Label: "): """Creates a combo box that controls point label""" - self._combo(widget, "attr_label", "Label: ", "update_labels", + self._combo(widget, "attr_label", label, "labels_changed", model=self.label_model) - def point_properties_box(self, widget, box=None): + def box_spacing(self, widget): + if isinstance(widget.layout(), QGridLayout): + widget = widget.layout() + if isinstance(widget, QGridLayout): + space = QWidget() + space.setFixedSize(12, 12) + widget.addWidget(space, widget.rowCount(), 0) + else: + gui.separator(widget) + + def point_properties_box(self, widget, box=True): ''' Creates a box with controls for common point properties. Currently, these properties are point size and transparency. ''' - return self.create_box([ + box = self.create_gridbox(widget, box) + self.add_widgets([ self.Color, self.Shape, self.Size, self.Label, + self.LabelOnlySelected], box) + return box + + def effects_box(self, widget, box=True): + """ + Create a box with controls for common plot settings + """ + box = self.create_gridbox(widget, box) + self.add_widgets([ self.PointSize, - self.AlphaValue - ], widget, box, "Points") + self.AlphaValue, + self.JitterSizeSlider], box) + return box def plot_properties_box(self, widget, box=None): """ Create a box with controls for common plot settings """ return self.create_box([ - self.ToolTipShowsAll, - self.ShowGridLines, - self.ShowLegend, self.ClassDensity, - self.RegressionLine, - self.LabelOnlySelected - ], widget, box, "Plot Properties") + self.ShowLegend], widget, box, True) _functions = { ShowFilledSymbols: filled_symbols_check_box, @@ -725,6 +775,7 @@ def plot_properties_box(self, widget, box=None): Shape: shape_value_combo, Size: size_value_combo, Label: label_value_combo, + Spacing: box_spacing } def add_widget(self, id, widget): @@ -748,6 +799,15 @@ def create_box(self, ids, widget, box, name): self.add_widgets(ids, box) return box + def create_gridbox(self, widget, box=True): + grid = QGridLayout() + grid.setColumnMinimumWidth(0, 50) + grid.setColumnStretch(1, 1) + box = gui.widgetBox(widget, box=box, orientation=grid) + # This must come after calling widgetBox, since widgetBox overrides it + grid.setVerticalSpacing(8) + return box + def _expand_id(self, id): if type(id) == int: name, attr_name, attr_value, callback, icon_name = self._buttons[id] @@ -840,17 +900,6 @@ def zoom_select_toolbar(self, widget, text='Zoom / Select', orientation=Qt.Horiz t.buttons[self.SimpleSelect].click() return t - def effects_box(self, widget, box=None): - b = self.create_box([ - self.AnimatePlot, - self.AnimatePoints, - self.AntialiasPlot, - # self.AntialiasPoints, - # self.AntialiasLines, - self.AutoAdjustPerformance, - self.DisableAnimationsThreshold], widget, box, "Visual effects") - return b - def theme_combo_box(self, widget): c = gui.comboBox(widget, self._plot, "theme_name", "Theme", callback=self._plot.update_theme, sendSelectedValue=1, valueType=str) diff --git a/Orange/widgets/utils/plot/owplotgui_obsolete.py b/Orange/widgets/utils/plot/owplotgui_obsolete.py new file mode 100644 index 00000000000..6488c9f34d1 --- /dev/null +++ b/Orange/widgets/utils/plot/owplotgui_obsolete.py @@ -0,0 +1,864 @@ +# pylint: skip-file +''' + +.. index:: plot + +###################################### +GUI elements for plots (``owplotgui``) +###################################### + +This module contains functions and classes for creating GUI elements commonly used for plots. + +.. autoclass:: OrientedWidget + :show-inheritance: + +.. autoclass:: StateButtonContainer + :show-inheritance: + +.. autoclass:: OWToolbar + :show-inheritance: + +.. autoclass:: OWButton + :show-inheritance: + +.. autoclass:: OrangeWidgets.plot.OWPlotGUI + :members: + +''' + +import os + +import unicodedata +from functools import reduce +from operator import itemgetter + +from Orange.data import ContinuousVariable, DiscreteVariable, Variable +from Orange.widgets import gui +from Orange.widgets.utils import itemmodels +from Orange.widgets.utils.listfilter import variables_filter +from Orange.widgets.utils.itemmodels import DomainModel + +from AnyQt.QtWidgets import QWidget, QToolButton, QVBoxLayout, QHBoxLayout, QMenu, QAction,\ + QDialog, QSizePolicy, QPushButton, QListView +from AnyQt.QtGui import QIcon, QKeySequence +from AnyQt.QtCore import Qt, pyqtSignal, QPoint, QSize + +from .owconstants import NOTHING, ZOOMING, SELECT, SELECT_POLYGON, PANNING, SELECTION_ADD,\ + SELECTION_REMOVE, SELECTION_TOGGLE, SELECTION_REPLACE + + +SIZE_POLICY_ADAPTING = (QSizePolicy.Expanding, QSizePolicy.Ignored) +SIZE_POLICY_FIXED = (QSizePolicy.Minimum, QSizePolicy.Maximum) + + +class AddVariablesDialog(QDialog): + def __init__(self, master, model): + QDialog.__init__(self) + + self.master = master + + self.setWindowFlags(Qt.Tool) + self.setLayout(QVBoxLayout()) + self.setWindowTitle("Hidden Axes") + + btns_area = gui.widgetBox( + self, addSpace=0, spacing=9, orientation=Qt.Horizontal, + sizePolicy=QSizePolicy(*SIZE_POLICY_FIXED) + ) + self.btn_add = QPushButton( + "Add", autoDefault=False, sizePolicy=QSizePolicy(*SIZE_POLICY_FIXED) + ) + self.btn_add.clicked.connect(self._add) + self.btn_cancel = QPushButton( + "Cancel", autoDefault=False, sizePolicy=QSizePolicy(*SIZE_POLICY_FIXED) + ) + self.btn_cancel.clicked.connect(self._cancel) + + btns_area.layout().addWidget(self.btn_add) + btns_area.layout().addWidget(self.btn_cancel) + + filter_edit, view = variables_filter(model=model) + self.view_other = view + view.setMinimumSize(QSize(30, 60)) + view.setSizePolicy(*SIZE_POLICY_ADAPTING) + view.viewport().setAcceptDrops(True) + + self.layout().addWidget(filter_edit) + self.layout().addWidget(view) + self.layout().addWidget(btns_area) + + master = self.master + box = master.box + master.master.setEnabled(False) + self.move(box.mapToGlobal(QPoint(0, box.pos().y() + box.height()))) + self.setFixedWidth(master.master.controlArea.width()) + self.setMinimumHeight(300) + self.show() + self.raise_() + self.activateWindow() + + def _cancel(self): + self.closeEvent(None) + + def _add(self): + self.add_variables() + self.closeEvent(None) + + def closeEvent(self, QCloseEvent): + self.master.master.setEnabled(True) + super().closeEvent(QCloseEvent) + + def keyPressEvent(self, e): + if e.key() == Qt.Key_Escape: + self.closeEvent(None) + elif e.key() in [Qt.Key_Return, Qt.Key_Enter]: + self._add() + else: + super().keyPressEvent(e) + + def selected_rows(self, view): + """ Return the selected rows in the view. + """ + rows = view.selectionModel().selectedRows() + model = view.model() + return [model.mapToSource(r) for r in rows] + + def add_variables(self): + view = self.view_other + model = self.master.model_other + + indices = self.selected_rows(view) + variables = [model.data(ind, Qt.EditRole) for ind in indices] + + for i in sorted((ind.row() for ind in indices), reverse=True): + del model[i] + + self.master.model_selected.extend(variables) + + +class VariablesSelection: + def __call__(self, master, model_selected, model_other): + self.master = master + + params_view = {"sizePolicy": QSizePolicy(*SIZE_POLICY_ADAPTING), + "selectionMode": QListView.ExtendedSelection, + "dragEnabled": True, + "defaultDropAction": Qt.MoveAction, + "dragDropOverwriteMode": False, + "dragDropMode": QListView.DragDrop} + + self.view_selected = view = gui.listView(widget=master.controlArea, master=master, + box="Displayed Axes", **params_view) + view.box.setMinimumHeight(120) + view.viewport().setAcceptDrops(True) + + delete = QAction( + "Delete", view, + shortcut=QKeySequence(Qt.Key_Delete), + triggered=self.__deactivate_selection + ) + view.addAction(delete) + + self.model_selected = model = model_selected + + model.rowsInserted.connect(master.invalidate_plot) + model.rowsRemoved.connect(master.invalidate_plot) + model.rowsMoved.connect(master.invalidate_plot) + + view.setModel(model) + + addClassLabel = QAction("+", master, + toolTip="Add new class label", + triggered=self._action_add) + removeClassLabel = QAction(unicodedata.lookup("MINUS SIGN"), master, + toolTip="Remove selected class label", + triggered=self.__deactivate_selection) + + add_remove = itemmodels.ModelActionsWidget([addClassLabel, removeClassLabel], master) + add_remove.layout().addStretch(10) + add_remove.layout().setSpacing(1) + add_remove.setSizePolicy(*SIZE_POLICY_FIXED) + view.box.layout().addWidget(add_remove) + + self.add_remove = add_remove + self.box = add_remove.buttons[1] + + self.model_other = model_other + + def set_enabled(self, is_enabled): + self.view_selected.setEnabled(is_enabled) + for btn in self.add_remove.buttons: + btn.setEnabled(is_enabled) + + def display_all(self): + self.model_selected[:] += self.model_other[:] + self.model_other[:] = [] + + def display_none(self): + self.model_other[:] += self.model_selected[:] + self.model_selected[:] = [] + + def __deactivate_selection(self): + view = self.view_selected + model = self.model_selected + indices = view.selectionModel().selectedRows() + + variables = [model.data(ind, Qt.EditRole) for ind in indices] + + for i in sorted((ind.row() for ind in indices), reverse=True): + del model[i] + + self.model_other.extend(variables) + + def _action_add(self): + self.add_variables_dialog = AddVariablesDialog(self, self.model_other) + + @staticmethod + def encode_var_state(lists): + return {(type(var), var.name): (source_ind, pos) + for source_ind, var_list in enumerate(lists) + for pos, var in enumerate(var_list) + if isinstance(var, Variable)} + + @staticmethod + def decode_var_state(state, lists): + all_vars = reduce(list.__iadd__, lists, []) + + newlists = [[] for _ in lists] + for var in all_vars: + source, pos = state[(type(var), var.name)] + newlists[source].append((pos, var)) + return [[var for _, var in sorted(newlist, key=itemgetter(0))] + for newlist in newlists] + + +class OrientedWidget(QWidget): + ''' + A simple QWidget with a box layout that matches its ``orientation``. + ''' + def __init__(self, orientation, parent): + QWidget.__init__(self, parent) + if orientation == Qt.Vertical: + self._layout = QVBoxLayout() + else: + self._layout = QHBoxLayout() + self.setLayout(self._layout) + +class OWToolbar(OrientedWidget): + ''' + A toolbar is a container that can contain any number of buttons. + + :param gui: Used to create containers and buttons + :type gui: :obj:`.OWPlotGUI` + + :param text: The name of this toolbar + :type text: str + + :param orientation: The orientation of this toolbar, either Qt.Vertical or Qt.Horizontal + :type tex: int + + :param buttons: A list of button identifiers to be added to this toolbar + :type buttons: list of (int or tuple) + + :param parent: The toolbar's parent widget + :type parent: :obj:`.QWidget` + ''' + def __init__(self, gui, text, orientation, buttons, parent, nomargin=False): + OrientedWidget.__init__(self, orientation, parent) + self.buttons = {} + self.groups = {} + i = 0 + n = len(buttons) + while i < n: + if buttons[i] == gui.StateButtonsBegin: + state_buttons = [] + for j in range(i+1, n): + if buttons[j] == gui.StateButtonsEnd: + s = gui.state_buttons(orientation, state_buttons, self, nomargin) + self.buttons.update(s.buttons) + self.groups[buttons[i+1]] = s + i = j + break + else: + state_buttons.append(buttons[j]) + elif buttons[i] == gui.Spacing: + self.layout().addSpacing(10) + elif type(buttons[i] == int): + self.buttons[buttons[i]] = gui.tool_button(buttons[i], self) + elif len(buttons[i] == 4): + gui.tool_button(buttons[i], self) + else: + self.buttons[buttons[i][0]] = gui.tool_button(buttons[i], self) + i = i + 1 + self.layout().addStretch() + + def select_state(self, state): + # SELECT_RECTANGLE = SELECT + # SELECT_RIGHTCLICK = SELECT + state_buttons = {NOTHING: 11, ZOOMING: 11, SELECT: 13, SELECT_POLYGON: 13, PANNING: 12} + self.buttons[state_buttons[state]].click() + + def select_selection_behaviour(self, selection_behaviour): + # SelectionAdd = 21 + # SelectionRemove = 22 + # SelectionToggle = 23 + # SelectionOne = 24 + self.buttons[13]._actions[21 + selection_behaviour].trigger() + + +class StateButtonContainer(OrientedWidget): + ''' + This class can contain any number of checkable buttons, of which only one can be selected + at any time. + + :param gui: Used to create containers and buttons + :type gui: :obj:`.OWPlotGUI` + + :param buttons: A list of button identifiers to be added to this toolbar + :type buttons: list of (int or tuple) + + :param orientation: The orientation of this toolbar, either Qt.Vertical or Qt.Horizontal + :type tex: int + + :param parent: The toolbar's parent widget + :type parent: :obj:`.QWidget` + ''' + def __init__(self, gui, orientation, buttons, parent, nomargin=False): + OrientedWidget.__init__(self, orientation, parent) + self.buttons = {} + if nomargin: + self.layout().setContentsMargins(0, 0, 0, 0) + self._clicked_button = None + for i in buttons: + b = gui.tool_button(i, self) + b.triggered.connect(self.button_clicked) + self.buttons[i] = b + self.layout().addWidget(b) + + def button_clicked(self, checked): + sender = self.sender() + self._clicked_button = sender + for button in self.buttons.values(): + button.setDown(button is sender) + + def button(self, id): + return self.buttons[id] + + def setEnabled(self, enabled): + OrientedWidget.setEnabled(self, enabled) + if enabled and self._clicked_button: + self._clicked_button.click() + +class OWAction(QAction): + ''' + A :obj:`QAction` with convenience methods for calling a callback or + setting an attribute of the plot. + ''' + def __init__(self, plot, icon_name=None, attr_name='', attr_value=None, callback=None, + parent=None): + QAction.__init__(self, parent) + + if type(callback) == str: + callback = getattr(plot, callback, None) + if callback: + self.triggered.connect(callback) + if attr_name: + self._plot = plot + self.attr_name = attr_name + self.attr_value = attr_value + self.triggered.connect(self.set_attribute) + if icon_name: + self.setIcon( + QIcon(os.path.join(os.path.dirname(__file__), + "../../icons", icon_name + '.png'))) + self.setIconVisibleInMenu(True) + + def set_attribute(self, clicked): + setattr(self._plot, self.attr_name, self.attr_value) + + +class OWButton(QToolButton): + ''' + A custom tool button which signal when its down state changes + ''' + downChanged = pyqtSignal(bool) + + def __init__(self, action=None, parent=None): + QToolButton.__init__(self, parent) + self.setMinimumSize(30, 30) + if action: + self.setDefaultAction(action) + + def setDown(self, down): + if self.isDown() != down: + self.downChanged[bool].emit(down) + QToolButton.setDown(self, down) + + +class OWPlotGUI: + ''' + This class contains functions to create common user interface elements (QWidgets) + for configuration and interaction with the ``plot``. + + It provides shorter versions of some methods in :obj:`.gui` that are directly related to an + :obj:`.OWPlot` object. + + Normally, you don't have to construct this class manually. Instead, first create the plot, + then use the :attr:`.OWPlot.gui` attribute. + + Most methods in this class have similar arguments, so they are explaned here in a single + place. + + :param widget: The parent widget which will contain the newly created widget. + :type widget: QWidget + + :param id: If ``id`` is an ``int``, a button is constructed from the default table. + Otherwise, ``id`` must be tuple with 5 or 6 elements. These elements + are explained in the next table. + :type id: int or tuple + + :param ids: A list of widget identifiers + :type ids: list of id + + :param text: The text displayed on the widget + :type text: str + + When using widgets that are specific to your visualization and not included here, you have + to provide your + own widgets id's. They are a tuple with the following members: + + :param id: An optional unique identifier for the widget. + This is only needed if you want to retrive this widget using + :obj:`.OWToolbar.buttons`. + :type id: int or str + + :param text: The text to be displayed on or next to the widget + :type text: str + + :param attr_name: Name of attribute which will be set when the button is clicked. + If this widget is checkable, its check state will be set + according to the current value of this attribute. + If this parameter is empty or None, no attribute will be read or set. + :type attr_name: str + + :param attr_value: The value that will be assigned to the ``attr_name`` when the button is + clicked. + :type attr: any + + :param callback: Function to be called when the button is clicked. + If a string is passed as ``callback``, a method by that name of ``plot`` + will be called. + If this parameter is empty or ``None``, no function will be called + :type callback: str or function + + :param icon_name: The filename of the icon for this widget, without the '.png' suffix. + :type icon_name: str + + ''' + + JITTER_SIZES = [0, 0.1, 0.5, 1, 2, 3, 4, 5, 7, 10] + + + def __init__(self, plot): + self._plot = plot + self.color_model = DomainModel(placeholder="(Same color)", + valid_types=DomainModel.PRIMITIVE) + self.shape_model = DomainModel(placeholder="(Same shape)", + valid_types=DiscreteVariable) + self.size_model = DomainModel(placeholder="(Same size)", + order=(self.SizeByOverlap,) + DomainModel.SEPARATED, + valid_types=ContinuousVariable) + self.label_model = DomainModel(placeholder="(No labels)") + self.points_models = [self.color_model, self.shape_model, + self.size_model, self.label_model] + + SizeByOverlap = "Overlap" + + Spacing = 0 + + ShowLegend = 2 + ShowFilledSymbols = 3 + ShowGridLines = 4 + PointSize = 5 + AlphaValue = 6 + Color = 7 + Shape = 8 + Size = 9 + Label = 10 + + Zoom = 11 + Pan = 12 + Select = 13 + + ZoomSelection = 15 + ZoomReset = 16 + + ToolTipShowsAll = 17 + ClassDensity = 18 + RegressionLine = 19 + LabelOnlySelected = 20 + + SelectionAdd = 21 + SelectionRemove = 22 + SelectionToggle = 23 + SelectionOne = 24 + SimpleSelect = 25 + + SendSelection = 31 + ClearSelection = 32 + ShufflePoints = 33 + + StateButtonsBegin = 35 + StateButtonsEnd = 36 + + AnimatePlot = 41 + AnimatePoints = 42 + AntialiasPlot = 43 + AntialiasPoints = 44 + AntialiasLines = 45 + DisableAnimationsThreshold = 48 + AutoAdjustPerformance = 49 + + JitterSizeSlider = 51 + JitterNumericValues = 52 + + UserButton = 100 + + default_zoom_select_buttons = [ + StateButtonsBegin, + Zoom, + Pan, + Select, + StateButtonsEnd, + Spacing, + SendSelection, + ClearSelection + ] + + _buttons = { + Zoom: ('Zoom', 'state', ZOOMING, None, 'Dlg_zoom'), + ZoomReset: ('Reset zoom', None, None, None, 'Dlg_zoom_reset'), + Pan: ('Pan', 'state', PANNING, None, 'Dlg_pan_hand'), + SimpleSelect: ('Select', 'state', SELECT, None, 'Dlg_arrow'), + Select: ('Select', 'state', SELECT, None, 'Dlg_arrow'), + SelectionAdd: ('Add to selection', 'selection_behavior', SELECTION_ADD, None, + 'Dlg_select_add'), + SelectionRemove: ('Remove from selection', 'selection_behavior', SELECTION_REMOVE, None, + 'Dlg_select_remove'), + SelectionToggle: ('Toggle selection', 'selection_behavior', SELECTION_TOGGLE, None, + 'Dlg_select_toggle'), + SelectionOne: ('Replace selection', 'selection_behavior', SELECTION_REPLACE, None, + 'Dlg_arrow'), + SendSelection: ('Send selection', None, None, 'send_selection', 'Dlg_send'), + ClearSelection: ('Clear selection', None, None, 'clear_selection', 'Dlg_clear'), + ShufflePoints: ('ShufflePoints', None, None, 'shuffle_points', 'Dlg_sort') + } + + _check_boxes = { + AnimatePlot : ('Animate plot', 'animate_plot', 'update_animations'), + AnimatePoints : ('Animate points', 'animate_points', 'update_animations'), + AntialiasPlot : ('Antialias plot', 'antialias_plot', 'update_antialiasing'), + AntialiasPoints : ('Antialias points', 'antialias_points', 'update_antialiasing'), + AntialiasLines : ('Antialias lines', 'antialias_lines', 'update_antialiasing'), + AutoAdjustPerformance : ('Disable effects for large datasets', 'auto_adjust_performance', + 'update_performance') + } + + ''' + The list of built-in buttons. It is a map of + id : (name, attr_name, attr_value, callback, icon_name) + + .. seealso:: :meth:`.tool_button` + ''' + + def _get_callback(self, name): + if type(name) == str: + return getattr(self._plot, name, self._plot.replot) + else: + return name + + def _check_box(self, widget, value, label, cb_name): + ''' + Adds a :obj:`.QCheckBox` to ``widget``. + When the checkbox is toggled, the attribute ``value`` of the plot object is set to + the checkbox' check state, and the callback ``cb_name`` is called. + ''' + return gui.checkBox(widget, self._plot, value, label, callback=self._get_callback(cb_name)) + + def antialiasing_check_box(self, widget): + ''' + Creates a check box that toggles the Antialiasing of the plot + ''' + self._check_box(widget, 'use_antialiasing', 'Use antialiasing', 'update_antialiasing') + + def jitter_size_slider(self, widget): + values = getattr(self._plot.master, "jitter_sizes", self.JITTER_SIZES) + gui.valueSlider( + widget=widget, master=self._plot, value='jitter_size', label="Jittering: ", + values=values, callback=self._plot.master.reset_graph_data, + labelFormat=lambda x: "None" if x == 0 else ("%.1f %%" if x < 1 else "%d %%") % x) + + def jitter_numeric_check_box(self, widget): + gui.checkBox( + widget=gui.indentedBox(widget=widget), master=self._plot, value="jitter_continuous", + label="Jitter numeric values", callback=self._plot.master.reset_graph_data) + + def show_legend_check_box(self, widget): + ''' + Creates a check box that shows and hides the plot legend + ''' + self._check_box(widget, 'show_legend', 'Show legend', 'update_legend') + + def tooltip_shows_all_check_box(self, widget): + self._check_box(widget=widget, value="tooltip_shows_all", + label='Show all data on mouse hover', cb_name="cb_tooltip_shows_all") + + def class_density_check_box(self, widget): + self._plot.master.cb_class_density = \ + self._check_box(widget=widget, value="class_density", label="Show class density", + cb_name=self._plot.master.update_density) + + def regression_line_check_box(self, widget): + self._plot.master.cb_reg_line = \ + self._check_box(widget=widget, value="show_reg_line", + label="Show regression line", + cb_name=self._plot.master.update_regression_line) + + def label_only_selected_check_box(self, widget): + self._check_box(widget=widget, value="label_only_selected", + label="Label only selected points", + cb_name=self._plot.master.graph.update_labels) + + def filled_symbols_check_box(self, widget): + self._check_box(widget, 'show_filled_symbols', 'Show filled symbols', + 'update_filled_symbols') + + def grid_lines_check_box(self, widget): + self._check_box(widget, 'show_grid', 'Show gridlines', 'update_grid') + + def animations_check_box(self, widget): + ''' + Creates a check box that enabled or disables animations + ''' + self._check_box(widget, 'use_animations', 'Use animations', 'update_animations') + + def _slider(self, widget, value, label, min_value, max_value, step, cb_name, + show_number=False): + gui.hSlider(widget, self._plot, value, label=label, minValue=min_value, + maxValue=max_value, step=step, createLabel=show_number, + callback=self._get_callback(cb_name)) + + def point_size_slider(self, widget): + ''' + Creates a slider that controls point size + ''' + self._slider(widget, 'point_width', "Symbol size: ", 1, 20, 1, 'update_point_size') + + def alpha_value_slider(self, widget): + ''' + Creates a slider that controls point transparency + ''' + self._slider(widget, 'alpha_value', "Opacity: ", 0, 255, 10, 'update_alpha_value') + + def _combo(self, widget, value, label, cb_name, items=(), model=None): + gui.comboBox(widget, self._plot, value, label=label, items=items, + model=model, callback=self._get_callback(cb_name), + labelWidth=50, orientation=Qt.Horizontal, valueType=str, + sendSelectedValue=True, contentsLength=12) + + def color_value_combo(self, widget): + """Creates a combo box that controls point color""" + self._combo(widget, "attr_color", "Color: ", "update_colors", + model=self.color_model) + + def shape_value_combo(self, widget): + """Creates a combo box that controls point shape""" + self._combo(widget, "attr_shape", "Shape: ", "update_shapes", + model=self.shape_model) + + def size_value_combo(self, widget): + """Creates a combo box that controls point size""" + self._combo(widget, "attr_size", "Size: ", "update_sizes", + model=self.size_model) + + def label_value_combo(self, widget): + """Creates a combo box that controls point label""" + self._combo(widget, "attr_label", "Label: ", "update_labels", + model=self.label_model) + + def point_properties_box(self, widget, box=None): + ''' + Creates a box with controls for common point properties. + Currently, these properties are point size and transparency. + ''' + return self.create_box([ + self.Color, + self.Shape, + self.Size, + self.Label, + self.PointSize, + self.AlphaValue + ], widget, box, "Points") + + def plot_properties_box(self, widget, box=None): + """ + Create a box with controls for common plot settings + """ + return self.create_box([ + self.ToolTipShowsAll, + self.ShowGridLines, + self.ShowLegend, + self.ClassDensity, + self.RegressionLine, + self.LabelOnlySelected + ], widget, box, "Plot Properties") + + _functions = { + ShowFilledSymbols: filled_symbols_check_box, + JitterSizeSlider: jitter_size_slider, + JitterNumericValues: jitter_numeric_check_box, + ShowLegend: show_legend_check_box, + ShowGridLines: grid_lines_check_box, + ToolTipShowsAll: tooltip_shows_all_check_box, + ClassDensity: class_density_check_box, + RegressionLine: regression_line_check_box, + LabelOnlySelected: label_only_selected_check_box, + PointSize: point_size_slider, + AlphaValue: alpha_value_slider, + Color: color_value_combo, + Shape: shape_value_combo, + Size: size_value_combo, + Label: label_value_combo, + } + + def add_widget(self, id, widget): + if id in self._functions: + self._functions[id](self, widget) + elif id in self._check_boxes: + label, attr, cb = self._check_boxes[id] + self._check_box(widget, attr, label, cb) + + def add_widgets(self, ids, widget): + for id in ids: + self.add_widget(id, widget) + + def create_box(self, ids, widget, box, name): + ''' + Creates a :obj:`.QGroupBox` with text ``name`` and adds it to ``widget``. + The ``ids`` argument is a list of widget ID's that will be added to this box + ''' + if box is None: + box = gui.vBox(widget, name) + self.add_widgets(ids, box) + return box + + def _expand_id(self, id): + if type(id) == int: + name, attr_name, attr_value, callback, icon_name = self._buttons[id] + elif len(id) == 4: + name, attr_name, attr_value, callback, icon_name = id + id = -1 + else: + id, name, attr_name, attr_value, callback, icon_name = id + return id, name, attr_name, attr_value, callback, icon_name + + def tool_button(self, id, widget): + ''' + Creates an :obj:`.OWButton` and adds it to the parent ``widget``. + ''' + id, name, attr_name, attr_value, callback, icon_name = self._expand_id(id) + if id == OWPlotGUI.Select: + b = self.menu_button(self.Select, + [self.SelectionOne, self.SelectionAdd, + self.SelectionRemove, self.SelectionToggle], + widget) + else: + b = OWButton(parent=widget) + ac = OWAction(self._plot, icon_name, attr_name, attr_value, callback, parent=b) + b.setDefaultAction(ac) + b.setToolTip(name) + if widget.layout() is not None: + widget.layout().addWidget(b) + return b + + def menu_button(self, main_action_id, ids, widget): + ''' + Creates an :obj:`.OWButton` with a popup-menu and adds it to the parent ``widget``. + ''' + id, _, attr_name, attr_value, callback, icon_name = self._expand_id(main_action_id) + b = OWButton(parent=widget) + m = QMenu(b) + b.setMenu(m) + b._actions = {} + + m.triggered[QAction].connect(b.setDefaultAction) + + if main_action_id: + main_action = OWAction(self._plot, icon_name, attr_name, attr_value, callback, + parent=b) + m.triggered.connect(main_action.trigger) + + for id in ids: + id, _, attr_name, attr_value, callback, icon_name = self._expand_id(id) + a = OWAction(self._plot, icon_name, attr_name, attr_value, callback, parent=m) + m.addAction(a) + b._actions[id] = a + + if m.actions(): + b.setDefaultAction(m.actions()[0]) + elif main_action_id: + b.setDefaultAction(main_action) + + + b.setPopupMode(QToolButton.MenuButtonPopup) + b.setMinimumSize(40, 30) + return b + + def state_buttons(self, orientation, buttons, widget, nomargin=False): + ''' + This function creates a set of checkable buttons and connects them so that only one + may be checked at a time. + ''' + c = StateButtonContainer(self, orientation, buttons, widget, nomargin) + if widget.layout() is not None: + widget.layout().addWidget(c) + return c + + def toolbar(self, widget, text, orientation, buttons, nomargin=False): + ''' + Creates an :obj:`.OWToolbar` with the specified ``text``, ``orientation`` + and ``buttons`` and adds it to ``widget``. + + .. seealso:: :obj:`.OWToolbar` + ''' + t = OWToolbar(self, text, orientation, buttons, widget, nomargin) + if nomargin: + t.layout().setContentsMargins(0, 0, 0, 0) + if widget.layout() is not None: + widget.layout().addWidget(t) + return t + + def zoom_select_toolbar(self, widget, text='Zoom / Select', orientation=Qt.Horizontal, + buttons=default_zoom_select_buttons, nomargin=False): + t = self.toolbar(widget, text, orientation, buttons, nomargin) + t.buttons[self.SimpleSelect].click() + return t + + def effects_box(self, widget, box=None): + b = self.create_box([ + self.AnimatePlot, + self.AnimatePoints, + self.AntialiasPlot, + # self.AntialiasPoints, + # self.AntialiasLines, + self.AutoAdjustPerformance, + self.DisableAnimationsThreshold], widget, box, "Visual effects") + return b + + def theme_combo_box(self, widget): + c = gui.comboBox(widget, self._plot, "theme_name", "Theme", + callback=self._plot.update_theme, sendSelectedValue=1, valueType=str) + c.addItem('Default') + c.addItem('Light') + c.addItem('Dark') + return c diff --git a/Orange/widgets/utils/scaling.py b/Orange/widgets/utils/scaling.py deleted file mode 100644 index bf33f81e7b6..00000000000 --- a/Orange/widgets/utils/scaling.py +++ /dev/null @@ -1,180 +0,0 @@ -from itertools import chain - -import numpy as np - -from Orange.data import Domain -from Orange.statistics.basic_stats import DomainBasicStats -from Orange.widgets.settings import Setting -from Orange.widgets.utils.datacaching import getCached, setCached - - -class ScaleData: - jitter_size = Setting(10) - jitter_continuous = Setting(False) - - def _reset_data(self): - self.domain = None - self.data = None # as Orange Table - self.scaled_data = None # in [0, 1] - self.jittered_data = None - self.attr_values = {} - self.domain_data_stat = {} - self.valid_data_array = None - self.attribute_flip_info = {} # dictionary with attr: 0/1 if flipped - self.jitter_seed = 0 - - def __init__(self): - self._reset_data() - - def rescale_data(self): - self._compute_jittered_data() - - def _compute_domain_data_stat(self): - stt = self.domain_data_stat = \ - getCached(self.data, DomainBasicStats, (self.data, True)) - domain = self.domain - for attr in chain(domain.variables, domain.metas): - if attr.is_discrete: - self.attr_values[attr] = [0, len(attr.values)] - elif attr.is_continuous: - self.attr_values[attr] = [stt[attr].min, stt[attr].max] - - def _compute_scaled_data(self): - data = self.data - # We cache scaled_data and validArray to share them between widgets - cached = getCached(data, "visualizationData") - if cached: - self.data, self.scaled_data, self.valid_data_array = cached - return - - Y = data.Y if data.Y.ndim == 2 else np.atleast_2d(data.Y).T - all_data = np.hstack((data.X, Y, data.metas)).T - self.scaled_data = self.data.copy() - self.valid_data_array = np.isfinite(all_data) - domain = self.domain - for attr in chain(domain.attributes, domain.class_vars, domain.metas): - c = self.scaled_data.get_column_view(attr)[0] - if attr.is_discrete: - c += 0.5 - c /= len(attr.values) - else: - dstat = self.domain_data_stat[attr] - c -= dstat.min - if dstat.max != dstat.min: - c /= dstat.max - dstat.min - setCached(data, "visualizationData", - (self.data, self.scaled_data, self.valid_data_array)) - - def _compute_jittered_data(self): - data = self.data - self.jittered_data = self.scaled_data.copy() - random = np.random.RandomState(seed=self.jitter_seed) - domain = self.domain - for attr in chain(domain.variables, domain.metas): - # Need to use a different seed for each feature - if attr.is_discrete: - off = self.jitter_size / (25 * max(1, len(attr.values))) - elif attr.is_continuous and self.jitter_continuous: - off = self.jitter_size / 25 - else: - continue - col = self.jittered_data.get_column_view(attr)[0] - col += random.uniform(-off, off, len(data)) - # fix values outside [0, 1] - col = np.absolute(col) - - above_1 = col > 1 - col[above_1] = 2 - col[above_1] - - # noinspection PyAttributeOutsideInit - def set_data(self, data, *, no_data=False): - self._reset_data() - if data is None: - return - - domain = data.domain - new_domain = Domain(attributes=domain.attributes, - class_vars=domain.class_vars, - metas=tuple(v for v in domain.metas if v.is_primitive())) - self.data = data.transform(new_domain) - self.data.metas = self.data.metas.astype(float) - self.domain = self.data.domain - self.attribute_flip_info = {} - if not no_data: - self._compute_domain_data_stat() - self._compute_scaled_data() - self._compute_jittered_data() - - def flip_attribute(self, attr): - if attr.is_discrete: - return 0 - self.attribute_flip_info[attr] = 1 - self.attribute_flip_info.get(attr, 0) - if attr.is_continuous: - self.attr_values[attr] = [-self.attr_values[attr][1], - -self.attr_values[attr][0]] - col = self.jittered_data.get_column_view(attr)[0] - col *= -1 - col += 1 - col = self.scaled_data.get_column_view(attr)[0] - col *= -1 - col += 1 - return 1 - - def get_valid_list(self, attrs): - """ - Get array of 0 and 1 of len = len(self.data). If there is a missing - value at any attribute in indices return 0 for that instance. - """ - if self.valid_data_array is None or len(self.valid_data_array) == 0: - return np.array([], np.bool) - domain = self.domain - indices = [] - for index, attr in enumerate(chain(domain.variables, domain.metas)): - if attr in attrs: - indices.append(index) - return np.all(self.valid_data_array[indices], axis=0) - - def get_valid_indices(self, attrs): - """ - Get array with numbers that represent the instance indices that have a - valid data value. - """ - valid_list = self.get_valid_list(attrs) - return np.nonzero(valid_list)[0] - - -class ScaleScatterPlotData(ScaleData): - def get_xy_data_positions(self, attr_x, attr_y, filter_valid=False, - copy=True): - """ - Create x-y projection of attributes in attrlist. - - """ - jit = self.jittered_data - if filter_valid is True: - filter_valid = self.get_valid_list([attr_x, attr_y]) - if isinstance(filter_valid, np.ndarray): - data_x = jit.get_column_view(attr_x)[0][filter_valid] - data_y = jit.get_column_view(attr_y)[0][filter_valid] - elif copy: - data_x = jit.get_column_view(attr_x)[0].copy() - data_y = jit.get_column_view(attr_y)[0].copy() - else: - data_x = jit.get_column_view(attr_x)[0] - data_y = jit.get_column_view(attr_y)[0] - - if attr_x.is_discrete: - data_x *= len(attr_x.values) - data_x -= 0.5 - else: - data_x *= self.attr_values[attr_x][1] - self.attr_values[attr_x][0] - data_x += float(self.attr_values[attr_x][0]) - if attr_y.is_discrete: - data_y *= len(attr_y.values) - data_y -= 0.5 - else: - data_y *= self.attr_values[attr_y][1] - self.attr_values[attr_y][0] - data_y += float(self.attr_values[attr_y][0]) - return data_x, data_y - - getXYDataPositions = get_xy_data_positions diff --git a/Orange/widgets/utils/tests/test_combobox.py b/Orange/widgets/utils/tests/test_combobox.py new file mode 100644 index 00000000000..a90d1861ee1 --- /dev/null +++ b/Orange/widgets/utils/tests/test_combobox.py @@ -0,0 +1,135 @@ +# pylint: disable=all + +import unittest + +from AnyQt.QtCore import Qt, QRect +from AnyQt.QtWidgets import QListView, QApplication +from AnyQt.QtTest import QTest, QSignalSpy +from Orange.widgets.tests.base import GuiTest +from Orange.widgets.tests.utils import mouseMove + +from Orange.widgets.utils import combobox + + +class TestComboBoxSearch(GuiTest): + def setUp(self): + super().setUp() + cb = combobox.ComboBoxSearch() + cb.addItem("One") + cb.addItem("Two") + cb.addItem("Three") + cb.insertSeparator(cb.count()) + cb.addItem("Four") + self.cb = cb + + def tearDown(self): + super().tearDown() + self.cb.deleteLater() + self.cb = None + + def test_combobox(self): + cb = self.cb + cb.grab() + cb.showPopup() + popup = cb.findChild(QListView) # type: QListView + # run through paint code for coverage + popup.grab() + cb.grab() + + model = popup.model() + self.assertEqual(model.rowCount(), cb.count()) + QTest.keyClick(popup, Qt.Key_E) + self.assertEqual(model.rowCount(), 2) + QTest.keyClick(popup, Qt.Key_Backspace) + self.assertEqual(model.rowCount(), cb.count()) + QTest.keyClick(popup, Qt.Key_F) + self.assertEqual(model.rowCount(), 1) + popup.setCurrentIndex(model.index(0, 0)) + spy = QSignalSpy(cb.activated[int]) + QTest.keyClick(popup, Qt.Key_Enter) + + self.assertEqual(spy[0], [4]) + self.assertEqual(cb.currentIndex(), 4) + self.assertEqual(cb.currentText(), "Four") + self.assertFalse(popup.isVisible()) + + def test_combobox_navigation(self): + cb = self.cb + cb.setCurrentIndex(4) + self.assertTrue(cb.currentText(), "Four") + cb.showPopup() + popup = cb.findChild(QListView) # type: QListView + self.assertEqual(popup.currentIndex().row(), 4) + + QTest.keyClick(popup, Qt.Key_Up) + self.assertEqual(popup.currentIndex().row(), 2) + QTest.keyClick(popup, Qt.Key_Escape) + self.assertFalse(popup.isVisible()) + self.assertEqual(cb.currentIndex(), 4) + cb.hidePopup() + + def test_click(self): + interval = QApplication.doubleClickInterval() + QApplication.setDoubleClickInterval(0) + cb = self.cb + spy = QSignalSpy(cb.activated[int]) + cb.showPopup() + popup = cb.findChild(QListView) # type: QListView + model = popup.model() + rect = popup.visualRect(model.index(2, 0)) + QTest.mouseRelease( + popup.viewport(), Qt.LeftButton, Qt.NoModifier, rect.center() + ) + QApplication.setDoubleClickInterval(interval) + self.assertEqual(len(spy), 1) + self.assertEqual(spy[0], [2]) + self.assertEqual(cb.currentIndex(), 2) + + def test_focus_out(self): + cb = self.cb + cb.showPopup() + popup = cb.findChild(QListView) + # Activate some other window to simulate focus out + w = QListView() + w.show() + w.activateWindow() + w.hide() + self.assertFalse(popup.isVisible()) + + def test_track(self): + cb = self.cb + cb.setStyleSheet("combobox-list-mousetracking: 1") + cb.showPopup() + popup = cb.findChild(QListView) # type: QListView + model = popup.model() + rect = popup.visualRect(model.index(2, 0)) + mouseMove(popup.viewport(), rect.center()) + self.assertEqual(popup.currentIndex().row(), 2) + cb.hidePopup() + + def test_empty(self): + cb = self.cb + cb.clear() + cb.showPopup() + popup = cb.findChild(QListView) # type: QListView + self.assertIsNone(popup) + + def test_popup_util(self): + geom = QRect(10, 10, 100, 400) + screen = QRect(0, 0, 600, 600) + g1 = combobox.dropdown_popup_geometry( + geom, QRect(200, 100, 100, 20), screen + ) + self.assertEqual(g1, QRect(200, 120, 100, 400)) + g2 = combobox.dropdown_popup_geometry( + geom, QRect(-10, 0, 100, 20), screen + ) + self.assertEqual(g2, QRect(0, 20, 100, 400)) + g3 = combobox.dropdown_popup_geometry( + geom, QRect(590, 0, 100, 20), screen + ) + self.assertEqual(g3, QRect(600 - 100, 20, 100, 400)) + g4 = combobox.dropdown_popup_geometry( + geom, QRect(0, 500, 100, 20), screen + ) + self.assertEqual(g4, QRect(0, 500 - 400, 100, 400)) diff --git a/Orange/widgets/utils/tests/test_filedialogs.py b/Orange/widgets/utils/tests/test_filedialogs.py new file mode 100644 index 00000000000..3698eaeb1e3 --- /dev/null +++ b/Orange/widgets/utils/tests/test_filedialogs.py @@ -0,0 +1,22 @@ +import os +import unittest +from tempfile import NamedTemporaryFile + +from Orange.widgets.utils.filedialogs import RecentPath + + +class TestRecentPath(unittest.TestCase): + def test_resolve(self): + temp_file = NamedTemporaryFile(dir=os.getcwd(), delete=False) + file_name = temp_file.name + temp_file.close() + base_name = os.path.basename(file_name) + try: + recent_path = RecentPath( + os.path.join("temp/datasets", base_name), "", + os.path.join("datasets", base_name) + ) + search_paths = [("basedir", os.getcwd())] + self.assertIsNotNone(recent_path.resolve(search_paths)) + finally: + os.remove(file_name) diff --git a/Orange/widgets/utils/tests/test_itemmodels.py b/Orange/widgets/utils/tests/test_itemmodels.py index f4119c752e5..5195530a9a6 100644 --- a/Orange/widgets/utils/tests/test_itemmodels.py +++ b/Orange/widgets/utils/tests/test_itemmodels.py @@ -6,7 +6,7 @@ import numpy as np -from AnyQt.QtCore import Qt +from AnyQt.QtCore import Qt, QModelIndex from Orange.data import \ Domain, \ @@ -470,6 +470,39 @@ def test_sort(self): self.assertSequenceEqual(model, [1, 2, 3, 4]) self.assertSequenceEqual(model._other_data, "bdac") + def test_moveRows(self): + model = PyListModel([1, 2, 3, 4]) + for i in range(model.rowCount()): + model.setData(model.index(i), str(i + 1), Qt.UserRole) + + def modeldata(role): + return [model.index(i).data(role) + for i in range(model.rowCount())] + + def userdata(): + return modeldata(Qt.UserRole) + + def editdata(): + return modeldata(Qt.EditRole) + + r = model.moveRows(QModelIndex(), 1, 1, QModelIndex(), 0) + self.assertIs(r, True) + self.assertSequenceEqual(editdata(), [2, 1, 3, 4]) + self.assertSequenceEqual(userdata(), ["2", "1", "3", "4"]) + r = model.moveRows(QModelIndex(), 1, 2, QModelIndex(), 4) + self.assertIs(r, True) + self.assertSequenceEqual(editdata(), [2, 4, 1, 3]) + self.assertSequenceEqual(userdata(), ["2", "4", "1", "3"]) + r = model.moveRows(QModelIndex(), 3, 1, QModelIndex(), 0) + self.assertIs(r, True) + self.assertSequenceEqual(editdata(), [3, 2, 4, 1]) + self.assertSequenceEqual(userdata(), ["3", "2", "4", "1"]) + r = model.moveRows(QModelIndex(), 2, 1, QModelIndex(), 2) + self.assertIs(r, False) + model = PyListModel([]) + r = model.moveRows(QModelIndex(), 0, 0, QModelIndex(), 0) + self.assertIs(r, False) + class TestVariableListModel(unittest.TestCase): @classmethod @@ -682,15 +715,17 @@ def test_read_only(self): with self.assertRaises(TypeError): del model[0] - self.assertRaises(TypeError, model.setData, index, domain[0]) + self.assertFalse(model.setData(index, domain[0], Qt.EditRole)) self.assertTrue(model.setData(index, "foo", Qt.ToolTipRole)) - self.assertRaises(TypeError, model.setItemData, index, - {Qt.EditRole: domain[0], Qt.ToolTipRole: "foo"}) + self.assertFalse(model.setItemData(index, {Qt.EditRole: domain[0], + Qt.ToolTipRole: "foo"})) self.assertTrue(model.setItemData(index, {Qt.ToolTipRole: "foo"})) - self.assertRaises(TypeError, model.insertRows, 0, 0) - self.assertRaises(TypeError, model.removeRows, 0, 0) + self.assertFalse(model.insertRows(0, 1)) + self.assertSequenceEqual(model, domain) + self.assertFalse(model.removeRows(0, 1)) + self.assertSequenceEqual(model, domain) if __name__ == "__main__": diff --git a/Orange/widgets/utils/webview.py b/Orange/widgets/utils/webview.py index b9a6396aa35..999502609ab 100644 --- a/Orange/widgets/utils/webview.py +++ b/Orange/widgets/utils/webview.py @@ -475,23 +475,23 @@ class IdStore: def __init__(self): self.id = 0 self.lock = threading.Lock() - self.ids = set() + self.ids = dict() def create(self): with self.lock: self.id += 1 return self.id - def store(self, id): + def store(self, id, value): with self.lock: - self.ids.add(id) + self.ids[id] = value def __contains__(self, id): return id in self.ids - def remove(self, id): + def pop(self, id): with self.lock: - self.ids.remove(id) + return self.ids.pop(id, None) class _JSObjectChannel(QObject): @@ -554,11 +554,11 @@ def __init__(self, parent=None, bridge=None, *, debug=False, **kwargs): def _evalJS(self, code): wait(until=self._jsobject_channel.is_all_exposed) if sip.isdeleted(self): - return + return None result = self._results.create() - self.runJavaScript(code, lambda x: self._results.store(result)) + self.runJavaScript(code, lambda x: self._results.store(result, x)) wait(until=lambda: result in self._results) - self._results.remove(result) + return self._results.pop(result) def onloadJS(self, code): self._onloadJS(code, injection_point=QWebEngineScript.Deferred) diff --git a/Orange/widgets/visualize/owboxplot.py b/Orange/widgets/visualize/owboxplot.py index 8c255429538..ad735bdaa72 100644 --- a/Orange/widgets/visualize/owboxplot.py +++ b/Orange/widgets/visualize/owboxplot.py @@ -44,6 +44,38 @@ def compute_scale(min_, max_): return first_val, step +def _quantiles(a, freq, q, interpolation="midpoint"): + """ + Somewhat like np.quantiles, but with explicit sample frequencies. + + * Only 'higher', 'lower' and 'midpoint' interpolation. + * `a` MUST be sorted. + """ + a = np.asarray(a) + freq = np.asarray(freq) + assert a.size > 0 and a.size == freq.size + cumdist = np.cumsum(freq) + cumdist /= cumdist[-1] + + if interpolation == "midpoint": # R quantile(..., type=2) + left = np.searchsorted(cumdist, q, side="left") + right = np.searchsorted(cumdist, q, side="right") + # no mid point for the right most position + np.clip(right, 0, a.size - 1, out=right) + # right and left will be different only on the `q` boundaries + # (excluding the right most sample) + return (a[left] + a[right]) / 2 + elif interpolation == "higher": # R quantile(... type=1) + right = np.searchsorted(cumdist, q, side="right") + np.clip(right, 0, a.size - 1, out=right) + return a[right] + elif interpolation == "lower": + left = np.searchsorted(cumdist, q, side="left") + return a[left] + else: # pragma: no cover + raise ValueError("invalid interpolation: '{}'".format(interpolation)) + + class BoxData: def __init__(self, dist, attr, group_val_index=None, group_var=None): self.dist = dist @@ -55,24 +87,12 @@ def __init__(self, dist, attr, group_val_index=None, group_var=None): self.mean = float(np.sum(dist[0] * dist[1]) / n) self.var = float(np.sum(dist[1] * (dist[0] - self.mean) ** 2) / n) self.dev = math.sqrt(self.var) - s = 0 - thresholds = [n / 4, n / 2, n / 4 * 3] - thresh_i = 0 - q = [] - for i, e in enumerate(dist[1]): - s += e - if s >= thresholds[thresh_i]: - if s == thresholds[thresh_i] and i + 1 < dist.shape[1]: - q.append(float((dist[0, i] + dist[0, i + 1]) / 2)) - else: - q.append(float(dist[0, i])) - thresh_i += 1 - if thresh_i == 3: - self.q25, self.median, self.q75 = q - break - else: - self.q25 = self.q75 = None - self.median = q[1] if len(q) == 2 else None + a, freq = np.asarray(dist) + q25, median, q75 = _quantiles(a, freq, [0.25, 0.5, 0.75]) + self.median = median + # The code below omits the q25 or q75 in the plot when they are None + self.q25 = None if q25 == median else q25 + self.q75 = None if q75 == median else q75 self.conditions = [FilterContinuous(attr, FilterContinuous.Between, self.q25, self.q75)] if group_val_index is not None: @@ -117,6 +137,7 @@ class OWBoxPlot(widget.OWWidget): description = "Visualize the distribution of feature values in a box plot." icon = "icons/BoxPlot.svg" priority = 100 + keywords = ["whisker"] class Inputs: data = Input("Data", Orange.data.Table) @@ -140,6 +161,7 @@ class Outputs: sig_threshold = Setting(0.05) stretched = Setting(True) show_labels = Setting(True) + sort_freqs = Setting(False) auto_commit = Setting(True) _sorting_criteria_attrs = { @@ -234,6 +256,9 @@ def __init__(self): gui.checkBox( box, self, 'show_labels', "Show box labels", callback=self.display_changed) + self.sort_cb = gui.checkBox( + box, self, 'sort_freqs', "Sort by subgroup frequencies", + callback=self.display_changed) gui.rubber(box) gui.auto_commit(self.controlArea, self, "auto_commit", @@ -406,12 +431,17 @@ def compute_box_data(self): self.conts = contingency.get_contingency( dataset, attr, self.group_var) if self.is_continuous: - self.stats = [BoxData(cont, attr, i, self.group_var) - for i, cont in enumerate(self.conts) - if np.sum(cont) > 0] - self.label_txts_all = \ - [v for v, c in zip(self.group_var.values, self.conts) - if np.sum(c) > 0] + stats, label_texts = [], [] + for i, cont in enumerate(self.conts): + if np.sum(cont[1]): + stats.append(BoxData(cont, attr, i, self.group_var)) + label_texts.append(self.group_var.values[i]) + self.stats = stats + self.label_txts_all = label_texts + else: + self.label_txts_all = \ + [v for v, c in zip(self.group_var.values, self.conts) + if np.sum(c) > 0] else: self.dist = distribution.get_distribution(dataset, attr) self.conts = [] @@ -431,11 +461,13 @@ def update_display_box(self): else: self.stretching_box.show() self.display_box.hide() + self.sort_cb.setEnabled(self.group_var is not None) def clear_scene(self): self.closeContext() self.box_scene.clearSelection() self.box_scene.clear() + self.box_view.viewport().update() self.attr_labels = [] self.labels = [] self.boxes = [] @@ -523,6 +555,7 @@ def display_changed(self): self.select_box_items() def display_changed_disc(self): + assert not self.is_continuous self.clear_scene() self.attr_labels = [QGraphicsSimpleTextItem(lab) for lab in self.label_txts_all] @@ -536,22 +569,28 @@ def display_changed_disc(self): self.labels = [ QGraphicsTextItem(str(int(sum(self.dist))))] + self.order = list(range(len(self.attr_labels))) + self.draw_axis_disc() if self.group_var: self.boxes = \ [self.strudel(cont, i) for i, cont in enumerate(self.conts) if np.sum(cont) > 0] self.conts = self.conts[np.sum(np.array(self.conts), axis=1) > 0] + + if self.sort_freqs: + self.order = sorted(self.order, key=(-np.sum(self.conts, axis=1)).__getitem__) else: self.boxes = [self.strudel(self.dist)] - for row, box in enumerate(self.boxes): + for row, box_index in enumerate(self.order): y = (-len(self.boxes) + row) * 40 + 10 + box = self.boxes[box_index] bars, labels = box[::2], box[1::2] - self.__draw_group_labels(y, row) + self.__draw_group_labels(y, box_index) if not self.stretched: - self.__draw_row_counts(y, row) + self.__draw_row_counts(y, box_index) if self.show_labels and self.attribute is not self.group_var: self.__draw_bar_labels(y, bars, labels) self.__draw_bars(y, bars) @@ -587,6 +626,7 @@ def __draw_row_counts(self, y, row): row: int row index """ + assert not self.is_continuous label = self.labels[row] b = label.boundingRect() if self.group_var: @@ -750,13 +790,13 @@ def draw_axis(self): self.scene_width = (gtop - gbottom) * scale_x val = first_val + decimals = max(3, 4 - int(math.log10(step))) while True: l = self.box_scene.addLine(val * scale_x, -1, val * scale_x, 1, self._pen_axis_tick) l.setZValue(100) - t = self.box_scene.addSimpleText( - self.attribute.repr_val(val) if not misssing_stats else "?", + repr(round(val, decimals)) if not misssing_stats else "?", self._axis_font) t.setFlags( t.flags() | QGraphicsItem.ItemIgnoresTransformations) @@ -772,6 +812,7 @@ def draw_axis_disc(self): """ Draw the horizontal axis and sets self.scale_x for discrete attributes """ + assert not self.is_continuous if self.stretched: if not self.attr_labels: return @@ -858,7 +899,7 @@ def move_label(label, frm, to): if stat.median is not None: msc = stat.median * self.scale_x med_t = centered_text(stat.median, msc) - med_box_width2 = med_t.boundingRect().width() + med_box_width2 = med_t.boundingRect().width() / 2 line(msc) if stat.q25 is not None: diff --git a/Orange/widgets/visualize/owdistributions.py b/Orange/widgets/visualize/owdistributions.py index ad72d237b9b..74e4b21dccf 100644 --- a/Orange/widgets/visualize/owdistributions.py +++ b/Orange/widgets/visualize/owdistributions.py @@ -24,8 +24,8 @@ from Orange.widgets.utils import itemmodels from Orange.widgets.widget import Input -from Orange.widgets.visualize.owscatterplotgraph import LegendItem as SPGLegendItem,\ - HelpEventDelegate +from Orange.widgets.visualize.owscatterplotgraph import LegendItem as SPGLegendItem +from Orange.widgets.visualize.utils.plotutils import HelpEventDelegate def selected_index(view): @@ -140,6 +140,7 @@ class OWDistributions(widget.OWWidget): description = "Display value distributions of a data feature in a graph." icon = "icons/Distribution.svg" priority = 120 + keywords = [] class Inputs: data = Input("Data", Orange.data.Table, doc="Set the input dataset") diff --git a/Orange/widgets/visualize/owfreeviz.py b/Orange/widgets/visualize/owfreeviz.py index 9f32dbf414a..6dd9ca087f9 100644 --- a/Orange/widgets/visualize/owfreeviz.py +++ b/Orange/widgets/visualize/owfreeviz.py @@ -1,31 +1,28 @@ -from itertools import chain +from enum import IntEnum import sys -from types import SimpleNamespace as namespace -from xml.sax.saxutils import escape -from scipy.spatial import distance import numpy as np +from scipy.spatial import distance -from AnyQt.QtWidgets import ( - QFormLayout, QApplication, QGraphicsEllipseItem, QGraphicsSceneMouseEvent, QToolTip +from AnyQt.QtCore import ( + Qt, QObject, QEvent, QRectF, QLineF, QTimer, QPoint, + pyqtSignal as Signal, pyqtSlot as Slot ) -from AnyQt.QtGui import QPen -from AnyQt.QtCore import Qt, QObject, QEvent, QSize, QRectF, QLineF, QTimer, QPoint -from AnyQt.QtCore import pyqtSignal as Signal, pyqtSlot as Slot +from AnyQt.QtGui import QColor +from AnyQt.QtWidgets import QApplication, QGraphicsEllipseItem import pyqtgraph as pg from Orange.data import Table, Domain, StringVariable, ContinuousVariable from Orange.projection.freeviz import FreeViz -from Orange.widgets import widget, gui, settings +from Orange.widgets import widget, gui, settings, report from Orange.widgets.utils.annotated_data import ( create_annotated_table, ANNOTATED_DATA_SIGNAL_NAME, create_groups_table ) -from Orange.widgets.visualize.owscatterplotgraph import OWScatterPlotGraph, InteractiveViewBox, \ - HelpEventDelegate +from Orange.widgets.visualize.owscatterplotgraph import OWProjectionWidget +from Orange.widgets.visualize.utils.component import OWVizGraph from Orange.widgets.visualize.utils.plotutils import AnchorItem from Orange.widgets.widget import Input, Output -from Orange.widgets import report class AsyncUpdateLoop(QObject): @@ -146,176 +143,91 @@ def customEvent(self, event): super().customEvent(event) -class FreeVizInteractiveViewBox(InteractiveViewBox): - def __init__(self, graph, enable_menu=False): - self.mousestate = 0 - self.point_i = None - super().__init__(graph, enable_menu) +class OWFreeVizGraph(OWVizGraph): + radius = settings.Setting(0) - def _dragtip_pos(self): - return 10, 10 + def __init__(self, scatter_widget, parent): + super().__init__(scatter_widget, parent) + self._points = [] + self._point_items = [] - def mouseDragEvent(self, ev, axis=None): - master = self.graph.master - if master.data is None: - super().mouseDragEvent(ev, axis) - return - pos = self.childGroup.mapFromParent(ev.pos()) - minradius = master.radius / 100 + 1e-5 - points = master.plotdata.anchors - mask = np.zeros((len(points)), dtype=bool) - for i, point in enumerate(points): - if np.linalg.norm(point) > minradius: - mask[i] = True - np_pos = np.array([[pos.x(), pos.y()]]) - distances = distance.cdist(np_pos, points[:, :2])[0] - is_near = False if not len(distances[mask]) else np.min(distances[mask]) < 0.1 - - if ev.button() != Qt.LeftButton or (ev.start and not is_near): - self.mousestate = 2 # finished - if self.mousestate == 2: - if ev.finish: - self.mousestate = 0 # ready for new task - super().mouseDragEvent(ev, axis) + def update_radius(self): + if self._circle_item is None: return - ev.accept() - if ev.start: - self.setCursor(Qt.ClosedHandCursor) - self.mousestate = 1 # working - self.point_i = np.flatnonzero(mask)[np.argmin(distances[mask])] - master.randomize_indices() - is_moving = True - if self.mousestate == 1: - if ev.finish: - self.setCursor(Qt.OpenHandCursor) - self.mousestate = 0 - is_moving = False - points[self.point_i][0] = pos.x() - points[self.point_i][1] = pos.y() - if is_moving: - master.manual_move_anchor() - else: - master.setup_plot(reset_view=False) - self.graph.show_indicator(point_i=self.point_i) - - -class EventDelegate(HelpEventDelegate): - def __init__(self, delegate, delegate2, parent=None): - self.delegate2 = delegate2 - super().__init__(delegate, parent=parent) - def eventFilter(self, obj, ev): - if isinstance(ev, QGraphicsSceneMouseEvent): - self.delegate2(ev) - return super().eventFilter(obj, ev) + r = self.radius / 100 + 1e-5 + for point, axitem in zip(self._points, self._point_items): + axitem.setVisible(np.linalg.norm(point) > r) + self._circle_item.setRect(QRectF(-r, -r, 2 * r, 2 * r)) + + def set_view_box_range(self): + self.view_box.setRange(RANGE) + + def can_show_indicator(self, pos): + if not len(self._points): + return False, None + + r = self.radius / 100 + 1e-5 + mask = np.zeros((len(self._points)), dtype=bool) + mask[np.linalg.norm(self._points, axis=1) > r] = True + distances = distance.cdist([[pos.x(), pos.y()]], self._points)[0] + distances = distances[mask] + if len(distances) and np.min(distances) < self.DISTANCE_DIFF: + return True, np.flatnonzero(mask)[np.argmin(distances)] + return False, None + + def _remove_point_items(self): + for item in self._point_items: + self.plot_widget.removeItem(item) + self._point_items = [] + + def _add_point_items(self): + r = self.radius / 100 + 1e-5 + for point, var in zip(self._points, self._attributes): + axitem = AnchorItem(line=QLineF(0, 0, *point), text=var.name) + axitem.setVisible(np.linalg.norm(point) > r) + axitem.setPen(pg.mkPen((100, 100, 100))) + self.plot_widget.addItem(axitem) + self._point_items.append(axitem) + + def _add_circle_item(self): + if not len(self._points): + return + r = self.radius / 100 + 1e-5 + pen = pg.mkPen(QColor(Qt.lightGray), width=1, cosmetic=True) + self._circle_item = QGraphicsEllipseItem() + self._circle_item.setRect(QRectF(-r, -r, 2 * r, 2 * r)) + self._circle_item.setPen(pen) + self.plot_widget.addItem(self._circle_item) + def _add_indicator_item(self, point_i): + x, y = self._points[point_i] + dx = (self.view_box.childGroup.mapToDevice(QPoint(1, 0)) - + self.view_box.childGroup.mapToDevice(QPoint(-1, 0))).x() + self._indicator_item = MoveIndicator(x, y, 600 / dx) + self.plot_widget.addItem(self._indicator_item) -SELECTION_WIDTH = 5 -RANGE = QRectF(-1.05, -1.05, 2.1, 2.1) - -class OWFreeVizGraph(OWScatterPlotGraph): - jitter_size = settings.Setting(0) - - def __init__(self, scatter_widget, parent=None, name="None", view_box=None): - super().__init__(scatter_widget, parent=parent, _=name, view_box=view_box) - self._tooltip_delegate = EventDelegate(self.help_event, self._show_indicator) - self.plot_widget.scene().installEventFilter(self._tooltip_delegate) - self.master = scatter_widget - for axis_loc in ["left", "bottom"]: - self.plot_widget.hideAxis(axis_loc) - - def update_data(self, attr_x, attr_y, reset_view=True): - super().update_data(attr_x, attr_y, reset_view=reset_view) - for axis in ["left", "bottom"]: - self.plot_widget.hideAxis(axis) - - if reset_view: - self.view_box.setRange( - RANGE, - padding=0.025) - self.master.viewbox.setAspectLocked(True, 1) - self.master.viewbox.init_history() - self.master.viewbox.tag_history() - - def _show_indicator(self, ev): - scene = self.plot_widget.scene() - if self.scatterplot_item is None or scene.drag_tooltip.isVisible(): - return False - - for indicator in self.master.plotdata.indicators: - self.plot_widget.removeItem(indicator) - self.master.plotdata.indicators = [] - pos = self.scatterplot_item.mapFromScene(ev.scenePos()) - x = pos.x() - y = pos.y() - master = self.master - minradius = master.radius / 100 + 1e-5 - points = master.plotdata.anchors - mask = np.zeros((len(points)), dtype=bool) - for i, point in enumerate(points): - if np.linalg.norm(point) > minradius: - mask[i] = True - np_pos = np.array([[x, y]]) - distances = distance.cdist(np_pos, points[:, :2])[0] - if len(distances[mask]) and np.min(distances[mask]) < 0.08: - if self.view_box.mousestate == 0: - self.view_box.setCursor(Qt.OpenHandCursor) - self.show_indicator(point_i=np.flatnonzero(mask)[np.argmin(distances[mask])]) - else: - self.view_box.setCursor(Qt.ArrowCursor) - return True - - def show_indicator(self, point_i): - points = self.master.plotdata.anchors - func = self.view_box.childGroup.mapToDevice - dx = (func(QPoint(1, 0)) - func(QPoint(-1, 0))).x() - scene_size = 600 / dx - self.master.plotdata.indicators.append( - MoveIndicator(points[point_i][0], points[point_i][1], scene_size=scene_size) - ) - self.plot_widget.addItem(self.master.plotdata.indicators[0]) - - def help_event(self, event): - if self.scatterplot_item is None: - return False - - act_pos = self.scatterplot_item.mapFromScene(event.scenePos()) - points = self.scatterplot_item.pointsAt(act_pos) - text = "" - attr = lambda i: self.domain.attributes[i] - if len(points): - for i, p in enumerate(points): - index = p.data() - text += "Attributes:\n" - text += "".join( - " {} = {}\n".format(attr(i).name, - self.data[index][attr(i)]) - for i in self.master.plotdata.topattrs[index]) - if len(self.domain.attributes) > 10: - text += " ... and {} others\n\n".format(len(self.domain.attributes) - 12) - # class_var is always: - text += "Class:\n {} = {}\n".format(self.domain.class_var.name, - self.data[index][self.data.domain.class_var]) - if i < len(points) - 1: - text += '------------------\n' - text = ('{}'.format(escape(text))) - - QToolTip.showText(event.screenPos(), text, widget=self.plot_widget) - return True - else: - return False MAX_ITERATIONS = 1000 -MAX_ANCHORS = 20 MAX_POINTS = 300 MAX_INSTANCES = 10000 +RANGE = QRectF(-1.05, -1.05, 2.1, 2.1) -class OWFreeViz(widget.OWWidget): +class InitType(IntEnum): + Circular, Random = 0, 1 + + @staticmethod + def items(): + return ["Circular", "Random"] + + +class OWFreeViz(OWProjectionWidget): name = "FreeViz" description = "Displays FreeViz projection" icon = "icons/Freeviz.svg" priority = 240 + keywords = ["viz"] class Inputs: data = Input("Data", Table, default=True) @@ -326,521 +238,315 @@ class Outputs: annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Table) components = Output("Components", Table) - #: Initialization type - Circular, Random = 0, 1 - - jitter_sizes = [0, 0.1, 0.5, 1, 2] - - settings_version = 2 + settings_version = 3 settingsHandler = settings.DomainContextHandler() - radius = settings.Setting(0) - initialization = settings.Setting(Circular) + initialization = settings.Setting(InitType.Circular) auto_commit = settings.Setting(True) - resolution = 256 graph = settings.SettingProvider(OWFreeVizGraph) - - ReplotRequest = QEvent.registerEventType() - graph_name = "graph.plot_widget.plotItem" - - class Warning(widget.OWWidget.Warning): - sparse_not_supported = widget.Msg("Sparse data is ignored.") - - class Error(widget.OWWidget.Error): + class Error(OWProjectionWidget.Error): + sparse_data = widget.Msg("Sparse data is not supported") no_class_var = widget.Msg("Need a class variable") - not_enough_class_vars = widget.Msg("Needs discrete class variable " \ - "with at lest 2 values") - features_exceeds_instances = widget.Msg("Algorithm should not be used when " \ - "number of features exceeds the number " \ - "of instances.") + not_enough_class_vars = widget.Msg( + "Needs discrete class variable with at lest 2 values" + ) + features_exceeds_instances = widget.Msg( + "Algorithm should not be used when number of features " + "exceeds the number of instances." + ) too_many_data_instances = widget.Msg("Cannot handle so large data.") no_valid_data = widget.Msg("No valid data.") - def __init__(self): super().__init__() self.data = None self.subset_data = None - self._subset_mask = None - self._validmask = None + self.subset_indices = None + self._embedding_coords = None self._X = None self._Y = None - self._selection = None - self.__replot_requested = False - + self._rand_indices = None self.variable_x = ContinuousVariable("freeviz-x") self.variable_y = ContinuousVariable("freeviz-y") - box0 = gui.vBox(self.mainArea, True, margin=0) - self.graph = OWFreeVizGraph(self, box0, "Plot", view_box=FreeVizInteractiveViewBox) - box0.layout().addWidget(self.graph.plot_widget) - plot = self.graph.plot_widget - - box = gui.widgetBox(self.controlArea, "Optimization", spacing=10) - form = QFormLayout( - labelAlignment=Qt.AlignLeft, - formAlignment=Qt.AlignLeft, - fieldGrowthPolicy=QFormLayout.AllNonFixedFieldsGrow, - verticalSpacing=10 - ) - form.addRow( - "Initialization", - gui.comboBox(box, self, "initialization", - items=["Circular", "Random"], - callback=self.reset_initialization) - ) - box.layout().addLayout(form) - - self.btn_start = gui.button(widget=box, master=self, label="Optimize", - callback=self.toogle_start, enabled=False) + box = gui.vBox(self.mainArea, True, margin=0) + self.graph = OWFreeVizGraph(self, box) + box.layout().addWidget(self.graph.plot_widget) - self.viewbox = plot.getViewBox() - self.replot = None + box = gui.vBox(self.controlArea, box=True) + gui.comboBox(box, self, "initialization", label="Initialization:", + items=InitType.items(), orientation=Qt.Horizontal, + labelWidth=90, callback=self.__init_combo_changed) + self.btn_start = gui.button(box, self, "Optimize", self.__toggle_start, + enabled=False) g = self.graph.gui g.point_properties_box(self.controlArea) - self.models = g.points_models + box = g.effects_box(self.controlArea) + g.add_control(box, gui.hSlider, "Hide radius:", + master=self.graph, value="radius", + minValue=0, maxValue=100, + step=10, createLabel=False, + callback=self.__radius_slider_changed) + g.plot_properties_box(self.controlArea) - box = gui.widgetBox(self.controlArea, "Show anchors") - self.rslider = gui.hSlider( - box, self, "radius", minValue=0, maxValue=100, - step=5, label="Radius", createLabel=False, ticks=True, - callback=self.update_radius) - self.rslider.setTickInterval(0) - self.rslider.setPageStep(10) - - box = gui.vBox(self.controlArea, "Plot Properties") - - g.add_widgets([g.JitterSizeSlider], box) - g.add_widgets([g.ShowLegend, - g.ClassDensity, - g.LabelOnlySelected], - box) - - self.graph.box_zoom_select(self.controlArea) self.controlArea.layout().addStretch(100) - self.icons = gui.attributeIconDict - - p = self.graph.plot_widget.palette() - self.graph.set_palette(p) + self.graph.box_zoom_select(self.controlArea) gui.auto_commit(self.controlArea, self, "auto_commit", "Send Selection", "Send Automatically") - self.graph.zoom_actions(self) + # FreeViz self._loop = AsyncUpdateLoop(parent=self) self._loop.yielded.connect(self.__set_projection) self._loop.finished.connect(self.__freeviz_finished) self._loop.raised.connect(self.__on_error) - self._new_plotdata() - - def keyPressEvent(self, event): - super().keyPressEvent(event) - self.graph.update_tooltip(event.modifiers()) - - def keyReleaseEvent(self, event): - super().keyReleaseEvent(event) - self.graph.update_tooltip(event.modifiers()) - - def update_radius(self): - # Update the anchor/axes visibility - assert not self.plotdata is None - if self.plotdata.hidecircle is None: - return + self.graph.view_box.started.connect(self._randomize_indices) + self.graph.view_box.moved.connect(self._manual_move) + self.graph.view_box.finished.connect(self._finish_manual_move) - minradius = self.radius / 100 + 1e-5 - for anchor, item in zip(self.plotdata.anchors, - self.plotdata.anchoritem): - item.setVisible(np.linalg.norm(anchor) > minradius) - self.plotdata.hidecircle.setRect( - QRectF(-minradius, -minradius, - 2 * minradius, 2 * minradius)) + def __radius_slider_changed(self): + self.graph.update_radius() - def toogle_start(self): + def __toggle_start(self): if self._loop.isRunning(): self._loop.cancel() - if isinstance(self, OWFreeViz): - self.btn_start.setText("Optimize") + self.btn_start.setText("Optimize") self.progressBarFinished(processEvents=False) else: self._start() + def __init_combo_changed(self): + running = self._loop.isRunning() + if running: + self._loop.cancel() + if self.data is not None: + self.setup_plot() + if running: + self._start() + def _start(self): """ Start the projection optimization. """ - assert not self.plotdata is None - - X, Y = self.plotdata.X, self.plotdata.Y - anchors = self.plotdata.anchors - - def update_freeviz(interval, initial): - anchors = initial + def update_freeviz(anchors): while True: - res = FreeViz.freeviz(X, Y, scale=False, center=False, - initial=anchors, maxiter=interval) - _, anchors_new = res[:2] - yield res[:2] - if np.allclose(anchors, anchors_new, rtol=1e-5, atol=1e-4): + projection = FreeViz.freeviz( + self._X, self._Y, scale=False, center=False, + initial=anchors, maxiter=10 + ) + yield projection[0], projection[1] + if np.allclose(anchors, projection[1], rtol=1e-5, atol=1e-4): return + anchors = projection[1] - anchors = anchors_new - - interval = 10 # TODO - - self._loop.setCoroutine( - update_freeviz(interval, anchors)) + self._loop.setCoroutine(update_freeviz(self.graph.get_points())) self.btn_start.setText("Stop") - self.progressBarInit(processEvents=False) + self.progressBarInit() self.setBlocking(True) self.setStatusMessage("Optimizing") - def reset_initialization(self): - """ - Reset the current 'anchor' initialization, and restart the - optimization if necessary. - """ - running = self._loop.isRunning() - - if running: - self._loop.cancel() - - if self.data is not None: - self._clear_plot() - self.setup_plot() - - if running: - self._start() - - def __set_projection(self, res): + def __set_projection(self, projection): # Set/update the projection matrix and coordinate embeddings - # assert self.plotdata is not None, "__set_projection call unexpected" - assert not self.plotdata is None - increment = 1 # TODO - self.progressBarAdvance( - increment * 100. / MAX_ITERATIONS, processEvents=False) # TODO - embedding_coords, projection = res - self.plotdata.embedding_coords = embedding_coords - self.plotdata.anchors = projection + self.progressBarAdvance(100. / MAX_ITERATIONS) + self._embedding_coords = projection[0] + self.graph.set_points(projection[1]) self._update_xy() - self.update_radius() - self.update_density() def __freeviz_finished(self): # Projection optimization has finished self.btn_start.setText("Optimize") self.setStatusMessage("") self.setBlocking(False) - self.progressBarFinished(processEvents=False) + self.progressBarFinished() self.commit() def __on_error(self, err): sys.excepthook(type(err), err, getattr(err, "__traceback__")) def _update_xy(self): - # Update the plotted embedding coordinates - self.graph.plot_widget.clear() - coords = self.plotdata.embedding_coords - radius = np.max(np.linalg.norm(coords, axis=1)) - self.plotdata.embedding_coords = coords / radius - self.plot(show_anchors=(len(self.data.domain.attributes) < MAX_ANCHORS)) - - def _new_plotdata(self): - self.plotdata = namespace( - validmask=None, - embedding_coords=None, - anchors=[], - anchoritem=[], - X=None, - Y=None, - indicators=[], - hidecircle=None, - data=None, - items=[], - topattrs=None, - rand=None, - selection=None, # np.array - ) - - def _anchor_circle(self): - # minimum visible anchor radius (radius) - minradius = self.radius / 100 + 1e-5 - for item in chain(self.plotdata.anchoritem, self.plotdata.items): - self.viewbox.removeItem(item) - self.plotdata.anchoritem = [] - self.plotdata.items = [] - for anchor, var in zip(self.plotdata.anchors, self.data.domain.attributes): - if True or np.linalg.norm(anchor) > minradius: - axitem = AnchorItem( - line=QLineF(0, 0, *anchor), text=var.name,) - axitem.setVisible(np.linalg.norm(anchor) > minradius) - axitem.setPen(pg.mkPen((100, 100, 100))) - axitem.setArrowVisible(True) - self.plotdata.anchoritem.append(axitem) - self.viewbox.addItem(axitem) - - hidecircle = QGraphicsEllipseItem() - hidecircle.setRect( - QRectF(-minradius, -minradius, - 2 * minradius, 2 * minradius)) - - _pen = QPen(Qt.lightGray, 1) - _pen.setCosmetic(True) - hidecircle.setPen(_pen) - self.viewbox.addItem(hidecircle) - self.plotdata.items.append(hidecircle) - self.plotdata.hidecircle = hidecircle - - def update_colors(self): - pass - - def sizeHint(self): - return QSize(800, 500) + coords = self._embedding_coords + self._embedding_coords /= np.max(np.linalg.norm(coords, axis=1)) + self.graph.update_coordinates() - def _clear(self): - """ - Clear/reset the widget state - """ + def clear(self): self._loop.cancel() self.data = None - self._selection = None - self._clear_plot() - - def _clear_plot(self): - for item in chain(self.plotdata.anchoritem, self.plotdata.items): - self.viewbox.removeItem(item) - self.graph.plot_widget.clear() - self._new_plotdata() + self.valid_data = None + self._embedding_coords = None + self._X = None + self._Y = None + self._rand_indices = None - def init_attr_values(self): - self.graph.set_domain(self.data) + self.graph.set_attributes(()) + self.graph.set_points([]) + self.graph.update_coordinates() + self.graph.clear() @Inputs.data def set_data(self, data): self.clear_messages() - self._clear() self.closeContext() - if data is not None: - if data and data.is_sparse(): - self.Warning.sparse_not_supported() - data = None - elif data.domain.class_var is None: + self.clear() + self.data = data + self._check_data() + self.init_attr_values() + self.openContext(data) + self.btn_start.setEnabled(self.data is not None) + self.cb_class_density.setEnabled(self.can_draw_density()) + + def _check_data(self): + if self.data is not None: + if self.data.is_sparse(): + self.Error.sparse_data() + self.data = None + elif self.data.domain.class_var is None: self.Error.no_class_var() - data = None - elif data.domain.class_var.is_discrete and \ - len(data.domain.class_var.values) < 2: + self.data = None + elif self.data.domain.class_var.is_discrete and \ + len(self.data.domain.class_var.values) < 2: self.Error.not_enough_class_vars() - data = None - if data and len(data.domain.attributes) > data.X.shape[0]: + self.data = None + elif len(self.data.domain.attributes) > self.data.X.shape[0]: self.Error.features_exceeds_instances() - data = None - if data is not None: - valid_instances_count = self._prepare_freeviz_data(data) - if valid_instances_count > MAX_INSTANCES: - self.Error.too_many_data_instances() - data = None - elif valid_instances_count == 0: - self.Error.no_valid_data() - data = None - self.data = data - self.init_attr_values() - if data is not None: - self.cb_class_density.setEnabled(data.domain.has_discrete_class) - self.openContext(data) - self.btn_start.setEnabled(True) - else: - self.btn_start.setEnabled(False) - self._X = self._Y = None - self.graph.new_data(None, None) + self.data = None + else: + self._prepare_freeviz_data() + if self._X is not None: + if len(self._X) > MAX_INSTANCES: + self.Error.too_many_data_instances() + self.data = None + elif np.allclose(np.nan_to_num(self._X - self._X[0]), 0) \ + or not len(self._X): + self.Error.no_valid_data() + self.data = None + else: + self.Error.no_valid_data() + self.data = None + + def _prepare_freeviz_data(self): + valid_mask = np.all(np.isfinite(self.data.X), axis=1) & \ + np.isfinite(self.data.Y) + X, Y = self.data.X[valid_mask], self.data.Y[valid_mask] + if not len(X): + self.valid_data = None + return + + if self.data.domain.class_var.is_discrete: + Y = Y.astype(int) + X = (X - np.mean(X, axis=0)) + span = np.ptp(X, axis=0) + X[:, span > 0] /= span[span > 0].reshape(1, -1) + self._X, self._Y, self.valid_data = X, Y, valid_mask @Inputs.data_subset def set_subset_data(self, subset): self.subset_data = subset - self.plotdata.subset_mask = None + self.subset_indices = {e.id for e in subset} \ + if subset is not None else {} self.controls.graph.alpha_value.setEnabled(subset is None) def handleNewSignals(self): - if all(v is not None for v in [self.data, self.subset_data]): - dataids = self.data.ids.ravel() - subsetids = np.unique(self.subset_data.ids) - self._subset_mask = np.in1d(dataids, subsetids, assume_unique=True) - if self._X is not None: - self.setup_plot(True) - self.commit() - - def customEvent(self, event): - if event.type() == OWFreeViz.ReplotRequest: - self.__replot_requested = False + if self.data is not None and self.valid_data is not None: self.setup_plot() - else: - super().customEvent(event) - - def _prepare_freeviz_data(self, data): - X = data.X - Y = data.Y - mask = np.bitwise_or.reduce(np.isnan(X), axis=1) - mask |= np.isnan(Y) - validmask = ~mask - X = X[validmask, :] - Y = Y[validmask] - - if not len(X): - self._X = None - return 0 + self.commit() - if data.domain.class_var.is_discrete: - Y = Y.astype(int) - X = (X - np.mean(X, axis=0)) - span = np.ptp(X, axis=0) - X[:, span > 0] /= span[span > 0].reshape(1, -1) - self._X = X - self._Y = Y - self._validmask = validmask - return len(X) - - def setup_plot(self, reset_view=True): - assert not self._X is None - - self.graph.jitter_continuous = True - self.__replot_requested = False - - X = self.plotdata.X = self._X - self.plotdata.Y = self._Y - self.plotdata.validmask = self._validmask - self.plotdata.selection = self._selection if self._selection is not None else \ - np.zeros(len(self._validmask), dtype=np.uint8) - anchors = self.plotdata.anchors - if len(anchors) == 0: - if self.initialization == self.Circular: - anchors = FreeViz.init_radial(X.shape[1]) - else: - anchors = FreeViz.init_random(X.shape[1], 2) - - EX = np.dot(X, anchors) - c = np.zeros((X.shape[0], X.shape[1])) - for i in range(X.shape[0]): - c[i] = np.argsort((np.power(X[i] * anchors[:, 0], 2) + - np.power(X[i] * anchors[:, 1], 2)))[::-1] - self.plotdata.topattrs = np.array(c, dtype=int)[:, :10] - radius = np.max(np.linalg.norm(EX, axis=1)) - - self.plotdata.anchors = anchors - - coords = (EX / radius) - self.plotdata.embedding_coords = coords - if reset_view: - self.viewbox.setRange(RANGE) - self.viewbox.setAspectLocked(True, 1) - self.plot(reset_view=reset_view) - - def randomize_indices(self): - X = self._X - self.plotdata.rand = np.random.choice(len(X), MAX_POINTS, replace=False) \ - if len(X) > MAX_POINTS else None - - def manual_move_anchor(self, show_anchors=True): - self.__replot_requested = False - X = self.plotdata.X = self._X - anchors = self.plotdata.anchors - validmask = self.plotdata.validmask - EX = np.dot(X, anchors) - data_x = self.data.X[validmask] - data_y = self.data.Y[validmask] - radius = np.max(np.linalg.norm(EX, axis=1)) - if self.plotdata.rand is not None: - rand = self.plotdata.rand - EX = EX[rand] - data_x = data_x[rand] - data_y = data_y[rand] - selection = self.plotdata.selection[validmask] - selection = selection[rand] + def get_coordinates_data(self): + return (self._embedding_coords[:, 0], self._embedding_coords[:, 1]) \ + if self._embedding_coords is not None else (None, None) + + def get_subset_mask(self): + if self.subset_indices: + return np.array([ex.id in self.subset_indices + for ex in self.data[self.valid_data]]) + + def setup_plot(self): + points = FreeViz.init_radial(self._X.shape[1]) \ + if self.initialization == InitType.Circular \ + else FreeViz.init_random(self._X.shape[1], 2) + self.graph.set_points(points) + self.__set_embedding_coords() + self.graph.set_attributes(self.data.domain.attributes) + self.graph.reset_graph() + + def _randomize_indices(self): + n = len(self._X) + if n > MAX_POINTS: + self._rand_indices = np.random.choice(n, MAX_POINTS, replace=False) + self._rand_indices = sorted(self._rand_indices) + + def _manual_move(self): + self.__set_embedding_coords() + if self._rand_indices is not None: + # save widget state + selection = self.graph.selection + valid_data = self.valid_data.copy() + data = self.data.copy() + ec = self._embedding_coords.copy() + + # plot subset + self.__plot_random_subset(selection) + + # restore widget state + self.graph.selection = selection + self.valid_data = valid_data + self.data = data + self._embedding_coords = ec else: - selection = self.plotdata.selection[validmask] - coords = (EX / radius) - - if show_anchors: - self._anchor_circle() - attributes = () + self.data.domain.attributes + (self.variable_x, self.variable_y) - domain = Domain(attributes=attributes, - class_vars=self.data.domain.class_vars) - data = Table.from_numpy(domain, X=np.hstack((data_x, coords)), - Y=data_y) - self.graph.new_data(data, None) - self.graph.selection = selection - self.graph.update_data(self.variable_x, self.variable_y, reset_view=False) - - def plot(self, reset_view=False, show_anchors=True): - if show_anchors: - self._anchor_circle() - attributes = () + self.data.domain.attributes + (self.variable_x, self.variable_y) - domain = Domain(attributes=attributes, - class_vars=self.data.domain.class_vars, - metas=self.data.domain.metas) - mask = self.plotdata.validmask - array = np.zeros((len(self.data), 2), dtype=np.float) - array[mask] = self.plotdata.embedding_coords - data = self.data.transform(domain) - data[:, self.variable_x] = array[:, 0].reshape(-1, 1) - data[:, self.variable_y] = array[:, 1].reshape(-1, 1) - subset_data = data[self._subset_mask & mask]\ - if self._subset_mask is not None and len(self._subset_mask) else None - self.plotdata.data = data - self.graph.new_data(data[mask], subset_data) - if self.plotdata.selection is not None: - self.graph.selection = self.plotdata.selection[self.plotdata.validmask] - self.graph.update_data(self.variable_x, self.variable_y, reset_view=reset_view) - - def reset_graph_data(self, *_): - if self.data is not None: - self.graph.rescale_data() - self._update_graph() - - def _update_graph(self, reset_view=True, **_): - self.graph.zoomStack = [] - assert not self.graph.data is None - self.graph.update_data(self.variable_x, self.variable_y, reset_view) - - def update_density(self): - if self.graph.data is None: - return - self._update_graph(reset_view=False) + self.graph.update_coordinates() + + def __plot_random_subset(self, selection): + self._embedding_coords = self._embedding_coords[self._rand_indices] + self.data = self.data[self._rand_indices] + self.valid_data = self.valid_data[self._rand_indices] + self.graph.reset_graph() + if selection is not None: + self.graph.selection = selection[self._rand_indices] + self.graph.update_selection_colors() + + def _finish_manual_move(self): + if self._rand_indices is not None: + selection = self.graph.selection + self.graph.reset_graph() + if selection is not None: + self.graph.selection = selection + self.graph.select_by_index(self.graph.get_selection()) + + def __set_embedding_coords(self): + points = self.graph.get_points() + ex = np.dot(self._X, points) + self._embedding_coords = (ex / np.max(np.linalg.norm(ex, axis=1))) def selection_changed(self): - if self.graph.selection is not None: - pd = self.plotdata - pd.selection[pd.validmask] = self.graph.selection - self._selection = pd.selection self.commit() - def prepare_data(self): - pass - def commit(self): selected = annotated = components = None - graph = self.graph - if self.data is not None and self.plotdata.validmask is not None: + if self.data is not None and self.valid_data is not None: name = self.data.name - metas = () + self.data.domain.metas + (self.variable_x, self.variable_y) - domain = Domain(attributes=self.data.domain.attributes, - class_vars=self.data.domain.class_vars, - metas=metas) - data = self.plotdata.data.transform(domain) - validmask = self.plotdata.validmask - mask = np.array(validmask, dtype=int) - mask[mask == 1] = graph.selection if graph.selection is not None \ - else [False * len(mask)] - selection = np.array([], dtype=np.uint8) if mask is None else np.flatnonzero(mask) + domain = self.data.domain + metas = domain.metas + (self.variable_x, self.variable_y) + domain = Domain(domain.attributes, domain.class_vars, metas) + embedding_coords = np.zeros((len(self.data), 2), dtype=np.float) + embedding_coords[self.valid_data] = self._embedding_coords + + data = self.data.transform(domain) + data[:, self.variable_x] = embedding_coords[:, 0][:, None] + data[:, self.variable_y] = embedding_coords[:, 1][:, None] + + selection = self.graph.get_selection() if len(selection): selected = data[selection] selected.name = name + ": selected" selected.attributes = self.data.attributes - if graph.selection is not None and np.max(graph.selection) > 1: - annotated = create_groups_table(data, mask) + if self.graph.selection is not None and \ + np.max(self.graph.selection) > 1: + annotated = create_groups_table(data, self.graph.selection) else: annotated = create_annotated_table(data, selection) annotated.attributes = self.data.attributes @@ -853,7 +559,7 @@ def commit(self): metas = np.array([["FreeViz 1"], ["FreeViz 2"]]) components = Table.from_numpy( comp_domain, - X=self.plotdata.anchors.T, + X=self.graph.get_points().T, metas=metas) components.name = name + ": components" @@ -870,26 +576,42 @@ def name(var): return var and var.name caption = report.render_items_vert(( - ("Color", name(self.graph.attr_color)), - ("Label", name(self.graph.attr_label)), - ("Shape", name(self.graph.attr_shape)), - ("Size", name(self.graph.attr_size)), - ("Jittering", self.graph.jitter_size != 0 and "{} %".format(self.graph.jitter_size)))) + ("Color", name(self.attr_color)), + ("Label", name(self.attr_label)), + ("Shape", name(self.attr_shape)), + ("Size", name(self.attr_size)), + ("Jittering", self.graph.jitter_size != 0 and + "{} %".format(self.graph.jitter_size)))) self.report_plot() if caption: self.report_caption(caption) + @classmethod + def migrate_settings(cls, _settings, version): + if version < 3: + if "radius" in _settings: + _settings["graph"]["radius"] = _settings["radius"] + + @classmethod + def migrate_context(cls, context, version): + if version < 3: + values = context.values + values["attr_color"] = values["graph"]["attr_color"] + values["attr_size"] = values["graph"]["attr_size"] + values["attr_shape"] = values["graph"]["attr_shape"] + values["attr_label"] = values["graph"]["attr_label"] + class MoveIndicator(pg.GraphicsObject): - def __init__(self, x, y, parent=None, line=QLineF(), scene_size=1, text="", **kwargs): - super().__init__(parent, **kwargs) + def __init__(self, x, y, scene_size, parent=None): + super().__init__(parent) self.arrows = [ - pg.ArrowItem(pos=(x - scene_size * 0.07 * np.cos(np.radians(angle)), - y + scene_size * 0.07 * np.sin(np.radians(angle))), - parent=self, angle=angle, + pg.ArrowItem(pos=(x - scene_size * 0.07 * np.cos(np.radians(ang)), + y + scene_size * 0.07 * np.sin(np.radians(ang))), + parent=self, angle=ang, headLen=13, tipAngle=45, brush=pg.mkColor(128, 128, 128)) - for angle in (0, 90, 180, 270)] + for ang in (0, 90, 180, 270)] def paint(self, painter, option, widget): pass diff --git a/Orange/widgets/visualize/owheatmap.py b/Orange/widgets/visualize/owheatmap.py index 57d6316474b..5411ed96ad8 100644 --- a/Orange/widgets/visualize/owheatmap.py +++ b/Orange/widgets/visualize/owheatmap.py @@ -387,6 +387,7 @@ class OWHeatMap(widget.OWWidget): description = "Plot a heat map for a pair of attributes." icon = "icons/Heatmap.svg" priority = 260 + keywords = [] class Inputs: data = Input("Data", Table) @@ -444,6 +445,9 @@ class Error(widget.OWWidget.Error): "Not enough instances for k-means merging") not_enough_memory = Msg("Not enough memory to show this data") + class Warning(widget.OWWidget.Warning): + empty_clusters = Msg("Empty clusters were removed") + def __init__(self): super().__init__() @@ -863,11 +867,17 @@ def construct_heatmaps(self, data, split_label=None): nclust = min(self.merge_kmeans_k, len(effective_data) - 1) self.kmeans_model = kmeans_compress(effective_data, k=nclust) effective_data.domain = self.kmeans_model.pre_domain - self.merge_indices = [np.flatnonzero(self.kmeans_model.labels_ == ind) - for ind in range(nclust)] + merge_indices = [np.flatnonzero(self.kmeans_model.labels_ == ind) + for ind in range(nclust)] + not_empty_indices = [i for i, x in enumerate(merge_indices) + if len(x) > 0] + self.merge_indices = \ + [merge_indices[i] for i in not_empty_indices] + if len(merge_indices) != len(self.merge_indices): + self.Warning.empty_clusters() effective_data = Orange.data.Table( Orange.data.Domain(effective_data.domain.attributes), - self.kmeans_model.centroids + self.kmeans_model.centroids[not_empty_indices] ) else: effective_data = self.effective_data diff --git a/Orange/widgets/visualize/owlinearprojection.py b/Orange/widgets/visualize/owlinearprojection.py index 35cc43037e9..afed9de51d0 100644 --- a/Orange/widgets/visualize/owlinearprojection.py +++ b/Orange/widgets/visualize/owlinearprojection.py @@ -217,6 +217,7 @@ class OWLinearProjection(widget.OWWidget): "a two-dimensional plane." icon = "icons/LinearProjection.svg" priority = 240 + keywords = [] selection_indices = settings.Setting(None, schema_only=True) @@ -346,8 +347,6 @@ def __init__(self): self.icons = gui.attributeIconDict - p = self.graph.plot_widget.palette() - self.graph.set_palette(p) gui.auto_commit(self.controlArea, self, "auto_commit", "Send Selection", auto_label="Send Automatically") self.graph.zoom_actions(self) diff --git a/Orange/widgets/visualize/owmosaic.py b/Orange/widgets/visualize/owmosaic.py index 9dc69573707..0809c455a10 100644 --- a/Orange/widgets/visualize/owmosaic.py +++ b/Orange/widgets/visualize/owmosaic.py @@ -256,6 +256,7 @@ class OWMosaicDisplay(OWWidget): description = "Display data in a mosaic plot." icon = "icons/MosaicDisplay.svg" priority = 220 + keywords = [] class Inputs: data = Input("Data", Table, default=True) diff --git a/Orange/widgets/visualize/ownomogram.py b/Orange/widgets/visualize/ownomogram.py index 55f22018902..cba98770d1c 100644 --- a/Orange/widgets/visualize/ownomogram.py +++ b/Orange/widgets/visualize/ownomogram.py @@ -565,6 +565,7 @@ class OWNomogram(OWWidget): " and Logistic Regression Classifiers." icon = "icons/Nomogram.svg" priority = 2000 + keywords = [] class Inputs: classifier = Input("Classifier", Model) diff --git a/Orange/widgets/visualize/owpythagorastree.py b/Orange/widgets/visualize/owpythagorastree.py index 3198f05770e..e4d7263ebd6 100644 --- a/Orange/widgets/visualize/owpythagorastree.py +++ b/Orange/widgets/visualize/owpythagorastree.py @@ -41,6 +41,7 @@ class OWPythagorasTree(OWWidget): name = 'Pythagorean Tree' description = 'Pythagorean Tree visualization for tree like-structures.' icon = 'icons/PythagoreanTree.svg' + keywords = ["fractal"] priority = 1000 diff --git a/Orange/widgets/visualize/owpythagoreanforest.py b/Orange/widgets/visualize/owpythagoreanforest.py index 63c54634ecf..183cfe110b9 100644 --- a/Orange/widgets/visualize/owpythagoreanforest.py +++ b/Orange/widgets/visualize/owpythagoreanforest.py @@ -160,6 +160,7 @@ class OWPythagoreanForest(OWWidget): description = 'Pythagorean forest for visualising random forests.' icon = 'icons/PythagoreanForest.svg' settings_version = 2 + keywords = ["fractal"] priority = 1001 diff --git a/Orange/widgets/visualize/owradviz.py b/Orange/widgets/visualize/owradviz.py index e3d57010500..6169154da9d 100644 --- a/Orange/widgets/visualize/owradviz.py +++ b/Orange/widgets/visualize/owradviz.py @@ -1,41 +1,42 @@ from itertools import islice, permutations, chain from math import factorial -from types import SimpleNamespace as namespace -from xml.sax.saxutils import escape import warnings import numpy as np from scipy.spatial import distance +from sklearn.model_selection import cross_val_score +from sklearn.neighbors import KNeighborsClassifier, KNeighborsRegressor -from AnyQt.QtGui import QStandardItem, QColor, QFontMetrics -from AnyQt.QtCore import Qt, QEvent, QSize, QRectF, QPoint -from AnyQt.QtCore import pyqtSignal as Signal -from AnyQt.QtWidgets import qApp, QSizePolicy, QApplication, QToolTip, QGraphicsSceneMouseEvent, \ - QGraphicsEllipseItem +from AnyQt.QtGui import QStandardItem, QColor +from AnyQt.QtCore import ( + Qt, QEvent, QRectF, QPoint, pyqtSignal as Signal +) +from AnyQt.QtWidgets import ( + qApp, QApplication, QToolTip, QGraphicsEllipseItem +) import pyqtgraph as pg from pyqtgraph.graphicsItems.ScatterPlotItem import ScatterPlotItem -from sklearn.model_selection import cross_val_score -from sklearn.neighbors import KNeighborsClassifier, KNeighborsRegressor - from Orange.data import Table, Domain, ContinuousVariable, StringVariable from Orange.data.sql.table import SqlTable from Orange.preprocess.score import ReliefF, RReliefF from Orange.projection import radviz -from Orange.widgets import widget, gui, settings +from Orange.widgets import widget, gui, settings, report from Orange.widgets.gui import OWComponent from Orange.widgets.settings import Setting from Orange.widgets.utils.annotated_data import ( - create_annotated_table, ANNOTATED_DATA_SIGNAL_NAME, create_groups_table) + create_annotated_table, ANNOTATED_DATA_SIGNAL_NAME, create_groups_table +) from Orange.widgets.utils.itemmodels import VariableListModel from Orange.widgets.utils.plot import VariablesSelection +from Orange.widgets.visualize.owscatterplotgraph import OWProjectionWidget from Orange.widgets.visualize.utils import VizRankDialog -from Orange.widgets.visualize.owscatterplotgraph import OWScatterPlotGraph, InteractiveViewBox, \ - HelpEventDelegate -from Orange.widgets.visualize.utils.plotutils import TextItem +from Orange.widgets.visualize.utils.component import OWVizGraph +from Orange.widgets.visualize.utils.plotutils import ( + TextItem, VizInteractiveViewBox +) from Orange.widgets.widget import Input, Output -from Orange.canvas import report class RadvizVizRank(VizRankDialog, OWComponent): @@ -63,14 +64,14 @@ def __init__(self, master): controlWidth=50, alignment=Qt.AlignRight, callback=self._n_attrs_changed) gui.rubber(box) self.last_run_n_attrs = None - self.attr_color = master.graph.attr_color + self.attr_color = master.attr_color self.attr_ordering = None self.data = None self.valid_data = None def initialize(self): super().initialize() - self.attr_color = self.master.graph.attr_color + self.attr_color = self.master.attr_color def _compute_attr_order(self): """ @@ -207,175 +208,102 @@ def stopped(self): self.n_attrs_spin.setDisabled(False) -class RadvizInteractiveViewBox(InteractiveViewBox): - def __init__(self, graph, enable_menu=False): - self.mouse_state = 0 - self.point_i = None - super().__init__(graph, enable_menu) - - def _dragtip_pos(self): - return 10, 10 - +class RadvizInteractiveViewBox(VizInteractiveViewBox): def mouseDragEvent(self, ev, axis=None): - master = self.graph.master - if master.data is None or master.graph.data is None: - super().mouseDragEvent(ev, axis) - return + super().mouseDragEvent(ev, axis) + if ev.finish: + self.setCursor(Qt.ArrowCursor) + self.graph.show_indicator(None) + def _show_tooltip(self, ev): pos = self.childGroup.mapFromParent(ev.pos()) - points = master.plotdata.points + angle = np.arctan2(pos.y(), pos.x()) + point = QPoint(ev.screenPos().x(), ev.screenPos().y()) + QToolTip.showText(point, "{:.2f}".format(np.rad2deg(angle))) + + +class OWRadvizGraph(OWVizGraph): + def __init__(self, scatter_widget, parent): + super().__init__(scatter_widget, parent, RadvizInteractiveViewBox) + self._text_items = [] + + def set_point(self, i, x, y): + angle = np.arctan2(y, x) + super().set_point(i, np.cos(angle), np.sin(angle)) + + def set_view_box_range(self): + self.view_box.setRange(RANGE, padding=0.025) + + def can_show_indicator(self, pos): + if self._points is None: + return False, None + np_pos = np.array([[pos.x(), pos.y()]]) - distances = distance.cdist(np_pos, points[:, :2]) - is_near = np.min(distances) < 0.1 - - if ev.button() != Qt.LeftButton or (ev.start and not is_near): - self.mouse_state = 2 - if self.mouse_state == 2: - if ev.finish: - self.mouse_state = 0 - super().mouseDragEvent(ev, axis) + distances = distance.cdist(np_pos, self._points[:, :2])[0] + if len(distances) and np.min(distances) < self.DISTANCE_DIFF: + return True, np.argmin(distances) + return False, None + + def update_items(self): + super().update_items() + self._update_text_items() + + def _update_text_items(self): + self._remove_text_items() + self._add_text_items() + + def _remove_text_items(self): + for item in self._text_items: + self.plot_widget.removeItem(item) + self._text_items = [] + + def _add_text_items(self): + if self._points is None: return + for point in self._points: + ti = TextItem() + ti.setText(point[2].name) + ti.setColor(QColor(0, 0, 0)) + ti.setPos(point[0], point[1]) + self._text_items.append(ti) + self.plot_widget.addItem(ti) - ev.accept() - if ev.start: - self.setCursor(Qt.ClosedHandCursor) - self.mouse_state = 1 - self.point_i = np.argmin(distances) - master.randomize_indices() - if self.mouse_state == 1: - if ev.finish: - self.setCursor(Qt.ArrowCursor) - self.mouse_state = 0 - angle = np.arctan2(pos.y(), pos.x()) - QToolTip.showText( - QPoint(ev.screenPos().x(), ev.screenPos().y()), "{:.2f}".format(np.rad2deg(angle))) - points[self.point_i][0] = np.cos(angle) - points[self.point_i][1] = np.sin(angle) - if ev.finish: - master.setup_plot() - master.commit() - else: - master.manual_move() - self.graph.show_arc_arrow(pos.x(), pos.y()) - - -class EventDelegate(HelpEventDelegate): - def __init__(self, delegate, delegate2, parent=None): - self.delegate2 = delegate2 - super().__init__(delegate, parent=parent) - - def eventFilter(self, obj, ev): - if isinstance(ev, QGraphicsSceneMouseEvent): - self.delegate2(ev) - return super().eventFilter(obj, ev) - - - -SELECTION_WIDTH = 5 - -class OWRadvizGraph(OWScatterPlotGraph): - jitter_size = settings.Setting(0) - - def __init__(self, scatter_widget, parent=None, name="None", view_box=None): - super().__init__(scatter_widget, parent=parent, _=name, view_box=view_box) - self._tooltip_delegate = EventDelegate(self.help_event, self._show_arc) - self.plot_widget.scene().installEventFilter(self._tooltip_delegate) - self.scatterplot_points = ScatterPlotItem(x=[], y=[]) - - def hide_axes(self): - for axis in ["left", "bottom"]: - self.plot_widget.hideAxis(axis) - - def update_data(self, attr_x, attr_y, reset_view=True): - if reset_view: - self.view_box.setRange(RANGE, padding=0.025) - self.view_box.setAspectLocked(True, 1) - super().update_data(attr_x, attr_y, reset_view=False) - self.hide_axes() - - def show_arc_arrow(self, x=None, y=None, point_i=None): - def remove_arc_arrows(): - for arcarrow in self.master.plotdata.arcarrows: - self.plot_widget.removeItem(arcarrow) - self.master.plotdata.arcarrows = [] - def add_arc_arrows(x, y, col): - func = self.view_box.childGroup.mapToDevice - dx = (func(QPoint(1, 0)) - func(QPoint(-1, 0))).x() - dangle = 6000 / dx - arc = add_arc(np.arctan2(y, x), col, dangle) - for a in arc: - self.plot_widget.addItem(a) - self.master.plotdata.arcarrows += arc - - remove_arc_arrows() - if self.view_box.mouse_state == 0 and point_i is not None: - point = self.master.plotdata.points[point_i, :] - add_arc_arrows(point[0], point[1], 1) - if self.view_box.mouse_state == 1 and x is not None: - add_arc_arrows(x, y, 0) - - def _show_arc(self, ev): - if self.scatterplot_item is None: - return False - if self.view_box.mouse_state == 1: - return True - - for arcarrow in self.master.plotdata.arcarrows: - self.plot_widget.removeItem(arcarrow) - self.master.plotdata.arcarrows = [] - - pos = self.scatterplot_item.mapFromScene(ev.scenePos()) - x = pos.x() - y = pos.y() - points = self.master.plotdata.points - - np_pos = np.array([[x, y]]) - distances = distance.cdist(np_pos, points[:, :2])[0] - if len(distances) and np.min(distances) < 0.08: - self.view_box.setCursor(Qt.OpenHandCursor) - self.show_arc_arrow(point_i=np.argmin(distances)) - else: - self.view_box.setCursor(Qt.ArrowCursor) - return True + def _add_point_items(self): + if self._points is None: + return + x, y = self._points[:, 0], self._points[:, 1] + self._point_items = ScatterPlotItem(x=x, y=y) + self.plot_widget.addItem(self._point_items) - def help_event(self, event): - if self.scatterplot_item is None: - return False + def _add_circle_item(self): + if self._points is None: + return + self._circle_item = QGraphicsEllipseItem() + self._circle_item.setRect(QRectF(-1., -1., 2., 2.)) + self._circle_item.setPen(pg.mkPen(QColor(0, 0, 0), width=2)) + self.plot_widget.addItem(self._circle_item) - act_pos = self.scatterplot_item.mapFromScene(event.scenePos()) - points = self.scatterplot_item.pointsAt(act_pos) - text = "" - vars = self.master.model_selected - if len(points): - for i, p in enumerate(points): - index = p.data() - text += "Attributes:\n" - text += "".join( - " {} = {}\n".format(attr.name, self.data[index][attr]) - for attr in vars) - if len(vars[:]) > 10: - text += " ... and {} others\n\n".format(len(vars[:]) - 12) - # class_var is always: - text += "Class:\n {} = {}\n".format(self.domain.class_var.name, - self.data[index][self.data.domain.class_var]) - if i < len(points) - 1: - text += '------------------\n' - text = ('{}'.format(escape(text))) - - QToolTip.showText(event.screenPos(), text, widget=self.plot_widget) - return True - return False + def _add_indicator_item(self, point_i): + if point_i is None: + return + x, y = self._points[point_i][:2] + col = self.view_box.mouse_state + dx = (self.view_box.childGroup.mapToDevice(QPoint(1, 0)) - + self.view_box.childGroup.mapToDevice(QPoint(-1, 0))).x() + self._indicator_item = MoveIndicator(np.arctan2(y, x), col, 6000 / dx) + self.plot_widget.addItem(self._indicator_item) RANGE = QRectF(-1.2, -1.05, 2.4, 2.1) MAX_POINTS = 100 -class OWRadviz(widget.OWWidget): - name = "Radviz" - description = "Radviz" +class OWRadviz(OWProjectionWidget): + name = "Radviz" + description = "Display Radviz projection" icon = "icons/Radviz.svg" - priority = 240 + priority = 241 + keywords = ["viz"] class Inputs: data = Input("Data", Table, default=True) @@ -386,30 +314,30 @@ class Outputs: annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Table) components = Output("Components", Table) - settings_version = 1 + settings_version = 2 settingsHandler = settings.DomainContextHandler() variable_state = settings.ContextSetting({}) - auto_commit = settings.Setting(True) - graph = settings.SettingProvider(OWRadvizGraph) - vizrank = settings.SettingProvider(RadvizVizRank) - jitter_sizes = [0, 0.1, 0.5, 1.0, 2.0] + vizrank = settings.SettingProvider(RadvizVizRank) + graph = settings.SettingProvider(OWRadvizGraph) + graph_name = "graph.plot_widget.plotItem" ReplotRequest = QEvent.registerEventType() - graph_name = "graph.plot_widget.plotItem" - - class Information(widget.OWWidget.Information): + class Information(OWProjectionWidget.Information): sql_sampled_data = widget.Msg("Data has been sampled") - class Warning(widget.OWWidget.Warning): + class Warning(OWProjectionWidget.Warning): no_features = widget.Msg("At least 2 features have to be chosen") + invalid_embedding = widget.Msg("No projection for selected features") - class Error(widget.OWWidget.Error): + class Error(OWProjectionWidget.Error): sparse_data = widget.Msg("Sparse data is not supported") - no_features = widget.Msg("At least 3 numeric or categorical variables are required") + no_features = widget.Msg( + "At least 3 numeric or categorical variables are required" + ) no_instances = widget.Msg("At least 2 data instances are required") def __init__(self): @@ -417,74 +345,42 @@ def __init__(self): self.data = None self.subset_data = None - self._subset_mask = None - self._selection = None # np.array + self.subset_indices = None + self._embedding_coords = None + self._rand_indices = None + self.__replot_requested = False - self._new_plotdata() self.variable_x = ContinuousVariable("radviz-x") self.variable_y = ContinuousVariable("radviz-y") box = gui.vBox(self.mainArea, True, margin=0) - self.graph = OWRadvizGraph(self, box, "Plot", view_box=RadvizInteractiveViewBox) - self.graph.hide_axes() - + self.graph = OWRadvizGraph(self, box) box.layout().addWidget(self.graph.plot_widget) - plot = self.graph.plot_widget - - SIZE_POLICY = (QSizePolicy.Minimum, QSizePolicy.Maximum) self.variables_selection = VariablesSelection() - self.model_selected = VariableListModel(enable_dnd=True) - self.model_other = VariableListModel(enable_dnd=True) - self.variables_selection(self, self.model_selected, self.model_other) + self.model_selected = selected = VariableListModel(enable_dnd=True) + self.model_other = other = VariableListModel(enable_dnd=True) + self.variables_selection(self, selected, other, self.controlArea) self.vizrank, self.btn_vizrank = RadvizVizRank.add_vizrank( - self.controlArea, self, "Suggest features", self.vizrank_set_attrs) - self.btn_vizrank.setSizePolicy(*SIZE_POLICY) + None, self, "Suggest features", self.vizrank_set_attrs) + # Todo: this button introduces some margin at the bottom?! self.variables_selection.add_remove.layout().addWidget(self.btn_vizrank) - self.viewbox = plot.getViewBox() - self.replot = None - g = self.graph.gui - pp_box = g.point_properties_box(self.controlArea) - pp_box.setSizePolicy(*SIZE_POLICY) - self.models = g.points_models - - box = gui.vBox(self.controlArea, "Plot Properties") - box.setSizePolicy(*SIZE_POLICY) - g.add_widget(g.JitterSizeSlider, box) + g.point_properties_box(self.controlArea) + g.effects_box(self.controlArea) + g.plot_properties_box(self.controlArea) - g.add_widgets([g.ShowLegend, g.ClassDensity, g.LabelOnlySelected], box) + self.graph.box_zoom_select(self.controlArea) - zoom_select = self.graph.box_zoom_select(self.controlArea) - zoom_select.setSizePolicy(*SIZE_POLICY) + gui.auto_commit(self.controlArea, self, "auto_commit", + "Send Selection", "Send Automatically") - self.icons = gui.attributeIconDict - - p = self.graph.plot_widget.palette() - self.graph.set_palette(p) - - gui.auto_commit(self.controlArea, self, "auto_commit", "Send Selection", - auto_label="Send Automatically") - - self.graph.zoom_actions(self) - - self._circle = QGraphicsEllipseItem() - self._circle.setRect(QRectF(-1., -1., 2., 2.)) - self._circle.setPen(pg.mkPen(QColor(0, 0, 0), width=2)) - - def resizeEvent(self, event): - self._update_points_labels() - - def keyPressEvent(self, event): - super().keyPressEvent(event) - self.graph.update_tooltip(event.modifiers()) - - def keyReleaseEvent(self, event): - super().keyReleaseEvent(event) - self.graph.update_tooltip(event.modifiers()) + self.graph.view_box.started.connect(self._randomize_indices) + self.graph.view_box.moved.connect(self._manual_move) + self.graph.view_box.finished.connect(self._finish_manual_move) def vizrank_set_attrs(self, attrs): if not attrs: @@ -493,36 +389,9 @@ def vizrank_set_attrs(self, attrs): self.model_selected[:] = attrs[:] self.model_other[:] = [v for v in self.model_other if v not in attrs] - def _new_plotdata(self): - self.plotdata = namespace( - valid_mask=None, - embedding_coords=None, - points=None, - arcarrows=[], - point_labels=[], - rand=None, - data=None, - ) - def update_colors(self): self._vizrank_color_change() - self.cb_class_density.setEnabled(self.graph.can_draw_density()) - - def sizeHint(self): - return QSize(800, 500) - - def clear(self): - """ - Clear/reset the widget state - """ - self.data = None - self.model_selected.clear() - self.model_other.clear() - self._clear_plot() - - def _clear_plot(self): - self._new_plotdata() - self.graph.plot_widget.clear() + self.cb_class_density.setEnabled(self.can_draw_density()) def invalidate_plot(self): """ @@ -532,141 +401,107 @@ def invalidate_plot(self): self.__replot_requested = True QApplication.postEvent(self, QEvent(self.ReplotRequest), Qt.LowEventPriority - 10) - def init_attr_values(self): - self.graph.set_domain(self.data) - def _vizrank_color_change(self): - attr_color = self.graph.attr_color is_enabled = self.data is not None and not self.data.is_sparse() and \ - (len(self.model_other) + len(self.model_selected)) > 3 and len(self.data) > 1 + len(self.model_other) + len(self.model_selected) > 3 and \ + len(self.data[self.valid_data]) > 1 and \ + np.all(np.nan_to_num(np.nanstd(self.data.X, 0)) != 0) self.btn_vizrank.setEnabled( - is_enabled and attr_color is not None - and not np.isnan(self.data.get_column_view(attr_color)[0].astype(float)).all()) + is_enabled and self.attr_color is not None + and not np.isnan(self.data.get_column_view( + self.attr_color)[0].astype(float)).all()) self.vizrank.initialize() + def clear(self): + self.data = None + self.valid_data = None + self._embedding_coords = None + self._rand_indices = None + self.model_selected.clear() + self.model_other.clear() + + self.graph.set_attributes(()) + self.graph.set_points(None) + self.graph.update_coordinates() + self.graph.clear() + @Inputs.data def set_data(self, data): - """ - Set the input dataset and check if data is valid. + self.clear_messages() + self.btn_vizrank.setEnabled(False) + self.closeContext() + self.clear() + self.data = data + self._check_data() + self.init_attr_values() + self.openContext(self.data) + if self.data is not None: + self.model_selected[:], self.model_other[:] = self._load_settings() - Args: - data (Orange.data.table): data instances - """ - def sql(data): - self.Information.sql_sampled_data.clear() - if isinstance(data, SqlTable): - if data.approx_len() < 4000: - data = Table(data) + def _check_data(self): + if self.data is not None: + domain = self.data.domain + if self.data.is_sparse(): + self.Error.sparse_data() + self.data = None + elif isinstance(self.data, SqlTable): + if self.data.approx_len() < 4000: + self.data = Table(self.data) else: self.Information.sql_sampled_data() - data_sample = data.sample_time(1, no_cache=True) + data_sample = self.data.sample_time(1, no_cache=True) data_sample.download_data(2000, partial=True) - data = Table(data_sample) - return data - - def settings(data): - # get the default encoded state, replacing the position with Inf - state = VariablesSelection.encode_var_state( - [list(self.model_selected), list(self.model_other)] - ) - state = {key: (source_ind, np.inf) for key, (source_ind, _) in state.items()} - - self.openContext(data.domain) - selected_keys = [key - for key, (sind, _) in self.variable_state.items() - if sind == 0] - - if set(selected_keys).issubset(set(state.keys())): - pass - - # update the defaults state (the encoded state must contain - # all variables in the input domain) - state.update(self.variable_state) - # ... and restore it with saved positions taking precedence over - # the defaults - selected, other = VariablesSelection.decode_var_state( - state, [list(self.model_selected), list(self.model_other)]) - return selected, other - - def is_sparse(data): - if data.is_sparse(): - self.Error.sparse_data() - data = None - return data - - def are_features(data): - domain = data.domain - vars = [var for var in chain(domain.class_vars, domain.metas, domain.attributes) - if var.is_primitive()] - if len(vars) < 3: + self.data = Table(data_sample) + elif len(self.data) < 2: + self.Error.no_instances() + self.data = None + elif len([v for v in domain.variables + + domain.metas if v.is_primitive()]) < 3: self.Error.no_features() - data = None - return data + self.data = None - def are_instances(data): - if len(data) < 2: - self.Error.no_instances() - data = None - return data + def _load_settings(self): + domain = self.data.domain + variables = [v for v in domain.attributes + domain.metas + if v.is_primitive()] + self.model_selected[:] = variables[:5] + self.model_other[:] = variables[5:] + list(domain.class_vars) - self.clear_messages() - self.btn_vizrank.setEnabled(False) - self.closeContext() - self.clear() - self.information() - self.Error.clear() - for f in [sql, is_sparse, are_features, are_instances]: - if data is None: - break - data = f(data) - - if data is not None: - self.data = data - self.init_attr_values() - domain = data.domain - vars = [v for v in chain(domain.metas, domain.attributes) - if v.is_primitive()] - self.model_selected[:] = vars[:5] - self.model_other[:] = vars[5:] + list(domain.class_vars) - self.model_selected[:], self.model_other[:] = settings(data) - self._selection = np.zeros(len(data), dtype=np.uint8) - self.invalidate_plot() - else: - self.data = None + state = VariablesSelection.encode_var_state( + [list(self.model_selected), list(self.model_other)] + ) + state = {key: (ind, np.inf) for key, (ind, _) in state.items()} + state.update(self.variable_state) + return VariablesSelection.decode_var_state( + state, [list(self.model_selected), list(self.model_other)]) @Inputs.data_subset def set_subset_data(self, subset): - """ - Set the supplementary input subset dataset. - - Args: - subset (Orange.data.table): subset of data instances - """ self.subset_data = subset - self._subset_mask = None + self.subset_indices = {e.id for e in subset} \ + if subset is not None else {} self.controls.graph.alpha_value.setEnabled(subset is None) def handleNewSignals(self): - if self.data is not None: - self._clear_plot() - if self.subset_data is not None and self._subset_mask is None: - dataids = self.data.ids.ravel() - subsetids = np.unique(self.subset_data.ids) - self._subset_mask = np.in1d( - dataids, subsetids, assume_unique=True) - self.setup_plot(reset_view=True) - self.cb_class_density.setEnabled(self.graph.can_draw_density()) - else: - self.init_attr_values() - self.graph.new_data(None) + self.setup_plot() self._vizrank_color_change() self.commit() + def get_coordinates_data(self): + ec = self._embedding_coords + if ec is None or np.any(np.isnan(ec)): + return None, None + return ec[:, 0], ec[:, 1] + + def get_subset_mask(self): + if self.subset_indices: + return np.array([ex.id in self.subset_indices + for ex in self.data[self.valid_data]]) + def customEvent(self, event): if event.type() == OWRadviz.ReplotRequest: self.__replot_requested = False - self._clear_plot() - self.setup_plot(reset_view=True) + self.setup_plot() else: super().customEvent(event) @@ -676,180 +511,113 @@ def closeContext(self): ) super().closeContext() - def prepare_radviz_data(self, variables): - ec, points, valid_mask = radviz(self.data, variables, self.plotdata.points) - self.plotdata.embedding_coords = ec - self.plotdata.points = points - self.plotdata.valid_mask = valid_mask - - def setup_plot(self, reset_view=True): + def setup_plot(self): if self.data is None: return - self.graph.jitter_continuous = True self.__replot_requested = False - variables = list(self.model_selected) - if len(variables) < 2: + self.clear_messages() + if len(self.model_selected) < 2: self.Warning.no_features() - self.graph.new_data(None) - return - - self.Warning.clear() - self.prepare_radviz_data(variables) - - if self.plotdata.embedding_coords is None: + self.graph.clear() return - domain = self.data.domain - new_metas = domain.metas + (self.variable_x, self.variable_y) - domain = Domain(attributes=domain.attributes, - class_vars=domain.class_vars, - metas=new_metas) - mask = self.plotdata.valid_mask - array = np.zeros((len(self.data), 2), dtype=np.float) - array[mask] = self.plotdata.embedding_coords - data = self.data.transform(domain) - data[:, self.variable_x] = array[:, 0].reshape(-1, 1) - data[:, self.variable_y] = array[:, 1].reshape(-1, 1) - subset_data = data[self._subset_mask & mask]\ - if self._subset_mask is not None and len(self._subset_mask) else None - self.plotdata.data = data - self.graph.new_data(data[mask], subset_data) - if self._selection is not None: - self.graph.selection = self._selection[self.plotdata.valid_mask] - self.graph.update_data(self.variable_x, self.variable_y, reset_view=reset_view) - self.graph.plot_widget.addItem(self._circle) - self.graph.scatterplot_points = ScatterPlotItem( - x=self.plotdata.points[:, 0], - y=self.plotdata.points[:, 1] - ) - self._update_points_labels() - self.graph.plot_widget.addItem(self.graph.scatterplot_points) - - def randomize_indices(self): - ec = self.plotdata.embedding_coords - self.plotdata.rand = np.random.choice(len(ec), MAX_POINTS, replace=False) \ - if len(ec) > MAX_POINTS else None - - def manual_move(self): + r = radviz(self.data, self.model_selected) + self._embedding_coords = r[0] + self.graph.set_points(r[1]) + self.valid_data = r[2] + if self._embedding_coords is None or \ + np.any(np.isnan(self._embedding_coords)): + self.Warning.invalid_embedding() + self.graph.reset_graph() + + def _randomize_indices(self): + n = len(self._embedding_coords) + if n > MAX_POINTS: + self._rand_indices = np.random.choice(n, MAX_POINTS, replace=False) + self._rand_indices = sorted(self._rand_indices) + + def _manual_move(self): self.__replot_requested = False - if self.plotdata.rand is not None: - rand = self.plotdata.rand - valid_mask = self.plotdata.valid_mask - data = self.data[valid_mask] - selection = self._selection[valid_mask] - selection = selection[rand] - ec, _, valid_mask = radviz(data, list(self.model_selected), self.plotdata.points) - assert sum(valid_mask) == len(data) - data = data[rand] - ec = ec[rand] - data_x = data.X - data_y = data.Y - data_metas = data.metas + res = radviz(self.data, self.model_selected, self.graph.get_points()) + self._embedding_coords = res[0] + if self._rand_indices is not None: + # save widget state + selection = self.graph.selection + valid_data = self.valid_data.copy() + data = self.data.copy() + ec = self._embedding_coords.copy() + + # plot subset + self.__plot_random_subset(selection) + + # restore widget state + self.graph.selection = selection + self.valid_data = valid_data + self.data = data + self._embedding_coords = ec else: - self.prepare_radviz_data(list(self.model_selected)) - ec = self.plotdata.embedding_coords - valid_mask = self.plotdata.valid_mask - data_x = self.data.X[valid_mask] - data_y = self.data.Y[valid_mask] - data_metas = self.data.metas[valid_mask] - selection = self._selection[valid_mask] - - attributes = (self.variable_x, self.variable_y) + self.data.domain.attributes - domain = Domain(attributes=attributes, - class_vars=self.data.domain.class_vars, - metas=self.data.domain.metas) - data = Table.from_numpy(domain, X=np.hstack((ec, data_x)), Y=data_y, metas=data_metas) - self.graph.new_data(data, None) - self.graph.selection = selection - self.graph.update_data(self.variable_x, self.variable_y, reset_view=True) - self.graph.plot_widget.addItem(self._circle) - self.graph.scatterplot_points = ScatterPlotItem( - x=self.plotdata.points[:, 0], y=self.plotdata.points[:, 1]) - self._update_points_labels() - self.graph.plot_widget.addItem(self.graph.scatterplot_points) - - def _update_points_labels(self): - if self.plotdata.points is None: - return - for point_label in self.plotdata.point_labels: - self.graph.plot_widget.removeItem(point_label) - self.plotdata.point_labels = [] - sx, sy = self.graph.view_box.viewPixelSize() - - for row in self.plotdata.points: - ti = TextItem() - metrics = QFontMetrics(ti.textItem.font()) - text_width = ((RANGE.width())/2. - np.abs(row[0])) / sx - name = row[2].name - ti.setText(name) - ti.setTextWidth(text_width) - ti.setColor(QColor(0, 0, 0)) - br = ti.boundingRect() - width = metrics.width(name) if metrics.width(name) < br.width() else br.width() - width = sx * (width + 5) - height = sy * br.height() - ti.setPos(row[0] - (row[0] < 0) * width, row[1] + (row[1] > 0) * height) - self.plotdata.point_labels.append(ti) - self.graph.plot_widget.addItem(ti) - - def _update_jitter(self): - self.invalidate_plot() - - def reset_graph_data(self, *_): - if self.data is not None: - self.graph.rescale_data() - self._update_graph() - - def _update_graph(self, reset_view=True, **_): - self.graph.zoomStack = [] - if self.graph.data is None: - return - self.graph.update_data(self.variable_x, self.variable_y, reset_view=reset_view) - - def update_density(self): - self._update_graph(reset_view=True) + self.graph.update_coordinates() + + def __plot_random_subset(self, selection): + self._embedding_coords = self._embedding_coords[self._rand_indices] + self.data = self.data[self._rand_indices] + self.valid_data = self.valid_data[self._rand_indices] + self.graph.reset_graph() + if selection is not None: + self.graph.selection = selection[self._rand_indices] + self.graph.update_selection_colors() + + def _finish_manual_move(self): + if self._rand_indices is not None: + selection = self.graph.selection + self.graph.reset_graph() + if selection is not None: + self.graph.selection = selection + self.graph.select_by_index(self.graph.get_selection()) def selection_changed(self): - if self.graph.selection is not None: - self._selection[self.plotdata.valid_mask] = self.graph.selection self.commit() - def prepare_data(self): - pass - def commit(self): selected = annotated = components = None - graph = self.graph - if self.plotdata.data is not None: + if self.data is not None and np.sum(self.valid_data): name = self.data.name - data = self.plotdata.data - mask = self.plotdata.valid_mask.astype(int) - mask[mask == 1] = graph.selection if graph.selection is not None \ - else [False * len(mask)] - selection = np.array([], dtype=np.uint8) if mask is None else np.flatnonzero(mask) + domain = self.data.domain + metas = domain.metas + (self.variable_x, self.variable_y) + domain = Domain(domain.attributes, domain.class_vars, metas) + embedding_coords = np.zeros((len(self.data), 2), dtype=np.float) + embedding_coords[self.valid_data] = self._embedding_coords + + data = self.data.transform(domain) + data[:, self.variable_x] = embedding_coords[:, 0][:, None] + data[:, self.variable_y] = embedding_coords[:, 1][:, None] + + selection = self.graph.get_selection() if len(selection): selected = data[selection] selected.name = name + ": selected" selected.attributes = self.data.attributes - if graph.selection is not None and np.max(graph.selection) > 1: - annotated = create_groups_table(data, mask) + if self.graph.selection is not None and \ + np.max(self.graph.selection) > 1: + annotated = create_groups_table(data, self.graph.selection) else: annotated = create_annotated_table(data, selection) annotated.attributes = self.data.attributes annotated.name = name + ": annotated" + points = self.graph.get_points() comp_domain = Domain( - self.plotdata.points[:, 2], + points[:, 2], metas=[StringVariable(name='component')]) metas = np.array([["RX"], ["RY"], ["angle"]]) - angle = np.arctan2(np.array(self.plotdata.points[:, 1].T, dtype=float), - np.array(self.plotdata.points[:, 0].T, dtype=float)) + angle = np.arctan2(np.array(points[:, 1].T, dtype=float), + np.array(points[:, 0].T, dtype=float)) components = Table.from_numpy( comp_domain, - X=np.row_stack((self.plotdata.points[:, :2].T, angle)), + X=np.row_stack((points[:, :2].T, angle)), metas=metas) components.name = name + ": components" @@ -865,39 +633,59 @@ def name(var): return var and var.name caption = report.render_items_vert(( - ("Color", name(self.graph.attr_color)), - ("Label", name(self.graph.attr_label)), - ("Shape", name(self.graph.attr_shape)), - ("Size", name(self.graph.attr_size)), - ("Jittering", self.graph.jitter_size != 0 and "{} %".format(self.graph.jitter_size)))) + ("Color", name(self.attr_color)), + ("Label", name(self.attr_label)), + ("Shape", name(self.attr_shape)), + ("Size", name(self.attr_size)), + ("Jittering", self.graph.jitter_size != 0 and + "{} %".format(self.graph.jitter_size)))) self.report_plot() if caption: self.report_caption(caption) + @classmethod + def migrate_context(cls, context, version): + if version < 3: + values = context.values + values["attr_color"] = values["graph"]["attr_color"] + values["attr_size"] = values["graph"]["attr_size"] + values["attr_shape"] = values["graph"]["attr_shape"] + values["attr_label"] = values["graph"]["attr_label"] + + +class MoveIndicator(pg.GraphicsObject): + def __init__(self, angle, col, dangle=5, parent=None): + super().__init__(parent) + color = QColor(0, 0, 0) if col else QColor(128, 128, 128) + angle_d = np.rad2deg(angle) + angle_2 = 90 - angle_d - dangle + angle_1 = 270 - angle_d + dangle + dangle = np.deg2rad(dangle) + arrow1 = pg.ArrowItem( + parent=self, angle=angle_1, brush=color, pen=pg.mkPen(color) + ) + arrow1.setPos(np.cos(angle - dangle), np.sin(angle - dangle)) + arrow2 = pg.ArrowItem( + parent=self, angle=angle_2, brush=color, pen=pg.mkPen(color) + ) + arrow2.setPos(np.cos(angle + dangle), np.sin(angle + dangle)) + arc_x = np.fromfunction( + lambda i: np.cos((angle - dangle) + (2 * dangle) * i / 120.), + (121,), dtype=int + ) + arc_y = np.fromfunction( + lambda i: np.sin((angle - dangle) + (2 * dangle) * i / 120.), + (121,), dtype=int + ) + pg.PlotCurveItem( + parent=self, x=arc_x, y=arc_y, pen=pg.mkPen(color), antialias=False + ) -def add_arc(angle, col, dangle=5): - if col: - color = QColor(128, 128, 128) # gray - else: - color = QColor(0, 0, 0) # black - angle_d = np.rad2deg(angle) - angle_2 = 90 - angle_d - dangle - angle_1 = 270 - angle_d + dangle - dangle = np.deg2rad(dangle) - arrow1 = pg.ArrowItem(parent=None, angle=angle_1, brush=color, pen=pg.mkPen(color, width=1)) - arrow1.setPos(np.cos(angle - dangle), np.sin(angle - dangle)) - arrow2 = pg.ArrowItem(parent=None, angle=angle_2, brush=color, pen=pg.mkPen(color, width=1)) - arrow2.setPos(np.cos(angle + dangle), np.sin(angle + dangle)) - arc_x = np.fromfunction(lambda i: np.cos((angle - dangle) + (2 * dangle) * i / 120.), (121,), - dtype=int) - arc_y = np.fromfunction(lambda i: np.sin((angle - dangle) + (2 * dangle) * i / 120.), (121,), - dtype=int) - arc = pg.PlotCurveItem( - x=arc_x, y=arc_y, - pen=pg.mkPen(color, width=1), - antialias=False - ) - return [arc, arrow1, arrow2] + def paint(self, painter, option, widget): + pass + + def boundingRect(self): + return QRectF() def main(argv=None): diff --git a/Orange/widgets/visualize/owruleviewer.py b/Orange/widgets/visualize/owruleviewer.py index e488a145be9..837e5a58f2c 100644 --- a/Orange/widgets/visualize/owruleviewer.py +++ b/Orange/widgets/visualize/owruleviewer.py @@ -21,6 +21,7 @@ class OWRuleViewer(widget.OWWidget): description = "Review rules induced from data." icon = "icons/CN2RuleViewer.svg" priority = 1140 + keywords = [] class Inputs: data = Input("Data", Table) diff --git a/Orange/widgets/visualize/owscatterplot.py b/Orange/widgets/visualize/owscatterplot.py index 980b8a8c049..66cd62d5777 100644 --- a/Orange/widgets/visualize/owscatterplot.py +++ b/Orange/widgets/visualize/owscatterplot.py @@ -1,28 +1,36 @@ from itertools import chain +from xml.sax.saxutils import escape import numpy as np +from scipy.stats import linregress +from sklearn.neighbors import NearestNeighbors +from sklearn.metrics import r2_score -from AnyQt.QtCore import Qt, QTimer -from AnyQt.QtGui import QPen, QPalette +from AnyQt.QtCore import Qt, QTimer, QPointF +from AnyQt.QtGui import QColor from AnyQt.QtWidgets import QApplication -from sklearn.neighbors import NearestNeighbors -from sklearn.metrics import r2_score +import pyqtgraph as pg -import Orange -from Orange.data import Table, Domain, DiscreteVariable +from Orange.data import Table, Domain, DiscreteVariable, Variable from Orange.data.sql.table import SqlTable, AUTO_DL_LIMIT from Orange.preprocess.score import ReliefF, RReliefF -from Orange.widgets import gui -from Orange.widgets import report -from Orange.widgets.settings import \ + +from Orange.widgets import gui, report +from Orange.widgets.io import MatplotlibFormat, MatplotlibPDFFormat +from Orange.widgets.settings import ( DomainContextHandler, Setting, ContextSetting, SettingProvider +) +from Orange.widgets.utils import get_variable_values_sorted +from Orange.widgets.utils.annotated_data import ( + create_annotated_table, create_groups_table, ANNOTATED_DATA_SIGNAL_NAME +) from Orange.widgets.utils.itemmodels import DomainModel -from Orange.widgets.visualize.owscatterplotgraph import OWScatterPlotGraph +from Orange.widgets.visualize.owscatterplotgraph import ( + OWScatterPlotBase, OWProjectionWidget +) from Orange.widgets.visualize.utils import VizRankDialogAttrPair -from Orange.widgets.widget import OWWidget, AttributeList, Msg, Input, Output -from Orange.widgets.utils.annotated_data import ( - create_annotated_table, create_groups_table, ANNOTATED_DATA_SIGNAL_NAME) +from Orange.widgets.widget import AttributeList, Msg, Input, Output class ScatterPlotVizRank(VizRankDialogAttrPair): @@ -32,10 +40,10 @@ class ScatterPlotVizRank(VizRankDialogAttrPair): def __init__(self, master): super().__init__(master) - self.attr_color = self.master.graph.attr_color + self.attr_color = self.master.attr_color def initialize(self): - self.attr_color = self.master.graph.attr_color + self.attr_color = self.master.attr_color super().initialize() def check_preconditions(self): @@ -58,7 +66,7 @@ def iterate_states(self, initial_state): def compute_score(self, state): attrs = [self.attrs[i] for i in state] - data = self.master.graph.scaled_data + data = self.master.data data = data.transform(Domain(attrs, self.attr_color)) data = data[~np.isnan(data.X).any(axis=1) & ~np.isnan(data.Y).T] if len(data) < self.minK: @@ -67,7 +75,8 @@ def compute_score(self, state): knn = NearestNeighbors(n_neighbors=n_neighbors).fit(data.X) ind = knn.kneighbors(return_distance=False) if data.domain.has_discrete_class: - return -np.sum(data.Y[ind] == data.Y.reshape(-1, 1)) / n_neighbors / len(data.Y) + return -np.sum(data.Y[ind] == data.Y.reshape(-1, 1)) / \ + n_neighbors / len(data.Y) else: return -r2_score(data.Y, np.mean(data.Y[ind], axis=1)) * \ (len(data.Y) / len(self.master.data)) @@ -77,19 +86,93 @@ def bar_length(self, score): def score_heuristic(self): assert self.attr_color is not None - master_domain = self.master.graph.scaled_data.domain + master_domain = self.master.data.domain vars = [v for v in chain(master_domain.variables, master_domain.metas) if v is not self.attr_color] domain = Domain(attributes=vars, class_vars=self.attr_color) - data = self.master.graph.scaled_data.transform(domain) - relief = ReliefF if isinstance(domain.class_var, DiscreteVariable) else RReliefF + data = self.master.data.transform(domain) + relief = ReliefF if isinstance(domain.class_var, DiscreteVariable) \ + else RReliefF weights = relief(n_iterations=100, k_nearest=self.minK)(data) - attrs = sorted(zip(weights, domain.attributes), key=lambda x: (-x[0], x[1].name)) + attrs = sorted(zip(weights, domain.attributes), + key=lambda x: (-x[0], x[1].name)) return [a for _, a in attrs] +class OWScatterPlotGraph(OWScatterPlotBase): + show_reg_line = Setting(False) + jitter_size = Setting(10) + jitter_continuous = Setting(False) + + def __init__(self, scatter_widget, parent): + super().__init__(scatter_widget, parent) + self.reg_line_item = None -class OWScatterPlot(OWWidget): + def clear(self): + super().clear() + self.reg_line_item = None + + def set_axis_labels(self, axis, labels): + axis = self.plot_widget.getAxis(axis) + if labels: + axis.setTicks([list(enumerate(labels))]) + else: + axis.setTicks(None) + + def set_axis_title(self, axis, title): + self.plot_widget.setLabel(axis=axis, text=title) + + def update_coordinates(self): + super().update_coordinates() + self.update_regression_line() + + def jitter_coordinates(self, x, y): + def get_span(attr): + if attr.is_discrete: + # Assuming the maximal jitter size is 10, a span of 4 will + # jitter by 4 * 10 / 100 = 0.4, so there will be no overlap + return 4 + elif self.jitter_continuous: + return None # Let _jitter_data determine the span + else: + return 0 # No jittering + span_x = get_span(self.master.attr_x) + span_y = get_span(self.master.attr_y) + if self.jitter_size == 0 or (span_x == 0 and span_y == 0): + return x, y + return self._jitter_data(x, y, span_x, span_y) + + def update_regression_line(self): + if self.reg_line_item is not None: + self.plot_widget.removeItem(self.reg_line_item) + self.reg_line_item = None + if not (self.show_reg_line + and self.master.can_draw_regresssion_line()): + return + x, y = self.master.get_coordinates_data() + if x is None: + return + min_x, max_x = np.min(x), np.max(x) + slope, intercept, rvalue, _, _ = linregress(x, y) + start_y = min_x * slope + intercept + end_y = max_x * slope + intercept + angle = np.degrees(np.arctan((end_y - start_y) / (max_x - min_x))) + rotate = ((angle + 45) % 180) - 45 > 90 + color = QColor("#505050") + l_opts = dict(color=color, position=abs(int(rotate) - 0.85), + rotateAxis=(1, 0), movable=True) + self.reg_line_item = pg.InfiniteLine( + pos=QPointF(min_x, start_y), angle=angle, + pen=pg.mkPen(color=color, width=1), + label="r = {:.2f}".format(rvalue), labelOpts=l_opts + ) + if rotate: + self.reg_line_item.label.angle = 180 + self.reg_line_item.label.updateTransform() + self.plot_widget.addItem(self.reg_line_item) + + +class OWScatterPlot(OWProjectionWidget): """Scatterplot visualization with explorative analysis and intelligent data visualization enhancements.""" @@ -98,6 +181,7 @@ class OWScatterPlot(OWWidget): "intelligent data visualization enhancements." icon = "icons/ScatterPlot.svg" priority = 140 + keywords = [] class Inputs: data = Input("Data", Table, default=True) @@ -109,45 +193,41 @@ class Outputs: annotated_data = Output(ANNOTATED_DATA_SIGNAL_NAME, Table) features = Output("Features", AttributeList, dynamic=False) - settings_version = 2 + settings_version = 3 settingsHandler = DomainContextHandler() auto_send_selection = Setting(True) auto_sample = Setting(True) - toolbar_selection = Setting(0) attr_x = ContextSetting(None) attr_y = ContextSetting(None) + tooltip_shows_all = Setting(True) #: Serialized selection state to be restored selection_group = Setting(None, schema_only=True) graph = SettingProvider(OWScatterPlotGraph) - - jitter_sizes = [0, 0.1, 0.5, 1, 2, 3, 4, 5, 7, 10] - graph_name = "graph.plot_widget.plotItem" - class Information(OWWidget.Information): + class Warning(OWProjectionWidget.Warning): + missing_coords = Msg( + "Plot cannot be displayed because '{}' or '{}' " + "is missing for all data points") + + class Information(OWProjectionWidget.Information): sampled_sql = Msg("Large SQL table; showing a sample.") + missing_coords = Msg( + "Points with missing '{}' or '{}' are not displayed") def __init__(self): super().__init__() box = gui.vBox(self.mainArea, True, margin=0) - self.graph = OWScatterPlotGraph(self, box, "ScatterPlot") + self.graph = OWScatterPlotGraph(self, box) box.layout().addWidget(self.graph.plot_widget) - plot = self.graph.plot_widget - - axispen = QPen(self.palette().color(QPalette.Text)) - axis = plot.getAxis("bottom") - axis.setPen(axispen) - axis = plot.getAxis("left") - axis.setPen(axispen) - - self.data = None # Orange.data.Table self.subset_data = None # Orange.data.Table + self.subset_indices = None self.sql_data = None # Orange.data.sql.table.SqlTable self.attribute_selection_list = None # list of Orange.data.Variable self.__timer = QTimer(self, interval=1200) @@ -160,26 +240,22 @@ def __init__(self): labelWidth=50, orientation=Qt.Horizontal, sendSelectedValue=True, valueType=str, contentsLength=14 ) - box = gui.vBox(self.controlArea, "Axis Data") + box = gui.vBox(self.controlArea, True) dmod = DomainModel self.xy_model = DomainModel(dmod.MIXED, valid_types=dmod.PRIMITIVE) self.cb_attr_x = gui.comboBox( - box, self, "attr_x", label="Axis x:", callback=self.update_attr, + box, self, "attr_x", label="Axis x:", callback=self.attr_changed, model=self.xy_model, **common_options) self.cb_attr_y = gui.comboBox( - box, self, "attr_y", label="Axis y:", callback=self.update_attr, + box, self, "attr_y", label="Axis y:", callback=self.attr_changed, model=self.xy_model, **common_options) vizrank_box = gui.hBox(box) - gui.separator(vizrank_box, width=common_options["labelWidth"]) + #gui.separator(vizrank_box, width=common_options["labelWidth"]) self.vizrank, self.vizrank_button = ScatterPlotVizRank.add_vizrank( vizrank_box, self, "Find Informative Projections", self.set_attr) - gui.separator(box) - g = self.graph.gui - g.add_widgets([g.JitterSizeSlider, - g.JitterNumericValues], box) self.sampling = gui.auto_commit( self.controlArea, self, "auto_sample", "Sample", box="Sampling", @@ -187,55 +263,39 @@ def __init__(self): self.sampling.setVisible(False) g.point_properties_box(self.controlArea) - self.models = [self.xy_model] + g.points_models - box_plot_prop = gui.vBox(self.controlArea, "Plot Properties") - g.add_widgets([g.ShowLegend, - g.ShowGridLines, - g.ToolTipShowsAll, - g.ClassDensity, - g.RegressionLine, - g.LabelOnlySelected], box_plot_prop) + box = g.effects_box(self.controlArea) + g.add_widget(g.JitterNumericValues, box) - self.graph.box_zoom_select(self.controlArea) + box_plot_prop = g.plot_properties_box(self.controlArea) + g.add_widgets([ + g.ShowGridLines, + g.ToolTipShowsAll, + g.RegressionLine], box_plot_prop) self.controlArea.layout().addStretch(100) - self.icons = gui.attributeIconDict - - p = self.graph.plot_widget.palette() - self.graph.set_palette(p) - + self.graph.box_zoom_select(self.controlArea) gui.auto_commit(self.controlArea, self, "auto_send_selection", "Send Selection", "Send Automatically") - self.graph.zoom_actions(self) - - def keyPressEvent(self, event): - super().keyPressEvent(event) - self.graph.update_tooltip(event.modifiers()) - - def keyReleaseEvent(self, event): - super().keyReleaseEvent(event) - self.graph.update_tooltip(event.modifiers()) - - def reset_graph_data(self, *_): - if self.data is not None: - self.graph.rescale_data() - self.update_graph() + # manually register Matplotlib file writers + self.graph_writers = self.graph_writers.copy() + for w in [MatplotlibFormat, MatplotlibPDFFormat]: + for ext in w.EXTENSIONS: + self.graph_writers[ext] = w def _vizrank_color_change(self): self.vizrank.initialize() is_enabled = self.data is not None and not self.data.is_sparse() and \ - len([v for v in chain(self.data.domain.variables, self.data.domain.metas) - if v.is_primitive]) > 2\ - and len(self.data) > 1 + len(self.xy_model) > 2 and len(self.data[self.valid_data]) > 1 \ + and np.all(np.nan_to_num(np.nanstd(self.data.X, 0)) != 0) self.vizrank_button.setEnabled( - is_enabled and self.graph.attr_color is not None and - not np.isnan(self.data.get_column_view(self.graph.attr_color)[0].astype(float)).all()) - if is_enabled and self.graph.attr_color is None: - self.vizrank_button.setToolTip("Color variable has to be selected.") - else: - self.vizrank_button.setToolTip("") + is_enabled and self.attr_color is not None and + not np.isnan(self.data.get_column_view( + self.attr_color)[0].astype(float)).all()) + text = "Color variable has to be selected." \ + if is_enabled and self.attr_color is None else "" + self.vizrank_button.setToolTip(text) @Inputs.data def set_data(self, data): @@ -270,12 +330,11 @@ def set_data(self, data): if not same_domain: self.init_attr_values() self.openContext(self.data) - self._vizrank_color_change() def findvar(name, iterable): """Find a Orange.data.Variable in `iterable` by name""" for el in iterable: - if isinstance(el, Orange.data.Variable) and el.name == name: + if isinstance(el, Variable) and el.name == name: return el return None @@ -285,18 +344,57 @@ def findvar(name, iterable): self.attr_x = findvar(self.attr_x, self.xy_model) if isinstance(self.attr_y, str): self.attr_y = findvar(self.attr_y, self.xy_model) - if isinstance(self.graph.attr_label, str): - self.graph.attr_label = findvar( - self.graph.attr_label, self.graph.gui.label_model) - if isinstance(self.graph.attr_color, str): - self.graph.attr_color = findvar( - self.graph.attr_color, self.graph.gui.color_model) - if isinstance(self.graph.attr_shape, str): - self.graph.attr_shape = findvar( - self.graph.attr_shape, self.graph.gui.shape_model) - if isinstance(self.graph.attr_size, str): - self.graph.attr_size = findvar( - self.graph.attr_size, self.graph.gui.size_model) + if isinstance(self.attr_label, str): + self.attr_label = findvar( + self.attr_label, self.graph.gui.label_model) + if isinstance(self.attr_color, str): + self.attr_color = findvar( + self.attr_color, self.graph.gui.color_model) + if isinstance(self.attr_shape, str): + self.attr_shape = findvar( + self.attr_shape, self.graph.gui.shape_model) + if isinstance(self.attr_size, str): + self.attr_size = findvar( + self.attr_size, self.graph.gui.size_model) + + def get_coordinates_data(self): + self.Warning.missing_coords.clear() + self.Information.missing_coords.clear() + + x_data = self.get_column(self.attr_x, filter_valid=False) + y_data = self.get_column(self.attr_y, filter_valid=False) + if x_data is None or y_data is None: + self.valid_data = None + return None, None + self.valid_data = np.isfinite(x_data) & np.isfinite(y_data) + if not np.all(self.valid_data): + msg = self.Information if np.any(self.valid_data) else self.Warning + msg.missing_coords(self.attr_x.name, self.attr_y.name) + return x_data[self.valid_data], y_data[self.valid_data] + + def get_subset_mask(self): + if self.subset_indices: + return np.array([ex.id in self.subset_indices + for ex in self.data[self.valid_data]]) + + # Tooltip + def _point_tooltip(self, point_id, skip_attrs=()): + point_data = self.data[point_id] + xy_attrs = (self.attr_x, self.attr_y) + text = "
    ".join( + escape('{} = {}'.format(var.name, point_data[var])) + for var in xy_attrs) + if self.tooltip_shows_all: + others = super()._point_tooltip(point_id, skip_attrs=xy_attrs) + if others: + text = "{}

    {}".format(text, others) + return text + + def can_draw_regresssion_line(self): + return self.data is not None and\ + self.data.domain is not None and \ + self.attr_x.is_continuous and \ + self.attr_y.is_continuous def add_data(self, time=0.4): if self.data and len(self.data) > 2000: @@ -308,6 +406,15 @@ def add_data(self, time=0.4): self.data = Table.concatenate((self.data, data), axis=0) self.handleNewSignals() + def init_attr_values(self): + super().init_attr_values() + data = self.data + domain = data.domain if data and len(data) else None + self.xy_model.set_domain(domain) + self.attr_x = self.xy_model[0] if self.xy_model else None + self.attr_y = self.xy_model[1] if len(self.xy_model) >= 2 \ + else self.attr_x + def switch_sampling(self): self.__timer.stop() if self.auto_sample and self.sql_data: @@ -324,20 +431,23 @@ def set_subset_data(self, subset_data): self.warning("Data subset does not support large Sql tables") subset_data = None self.subset_data = subset_data + self.subset_indices = {e.id for e in subset_data} \ + if subset_data is not None else {} self.controls.graph.alpha_value.setEnabled(subset_data is None) # called when all signals are received, so the graph is updated only once def handleNewSignals(self): - self.graph.new_data(self.data, self.subset_data) - if self.attribute_selection_list and self.graph.domain is not None and \ - all(attr in self.graph.domain - for attr in self.attribute_selection_list): + if self.attribute_selection_list and self.data is not None and \ + self.data.domain is not None and \ + all(attr in self.data.domain for attr + in self.attribute_selection_list): self.attr_x = self.attribute_selection_list[0] self.attr_y = self.attribute_selection_list[1] self.attribute_selection_list = None - self.update_graph() - self.cb_class_density.setEnabled(self.graph.can_draw_density()) - self.cb_reg_line.setEnabled(self.graph.can_draw_regresssion_line()) + self.attr_changed() + self._vizrank_color_change() + self.cb_class_density.setEnabled(self.can_draw_density()) + self.cb_reg_line.setEnabled(self.can_draw_regresssion_line()) if self.data is not None and self.__pending_selection_restore is not None: self.apply_selection(self.__pending_selection_restore) self.__pending_selection_restore = None @@ -346,11 +456,11 @@ def handleNewSignals(self): def apply_selection(self, selection): """Apply `selection` to the current plot.""" if self.data is not None: - self.graph.selection = np.zeros(len(self.data), dtype=np.uint8) + self.graph.selection = np.zeros(self.graph.n_points, dtype=np.uint8) self.selection_group = [x for x in selection if x[0] < len(self.data)] selection_array = np.array(self.selection_group).T self.graph.selection[selection_array[0]] = selection_array[1] - self.graph.update_colors(keep_colors=True) + self.graph.update_selection_colors() @Inputs.features def set_shown_attributes(self, attributes): @@ -359,43 +469,29 @@ def set_shown_attributes(self, attributes): else: self.attribute_selection_list = None - def init_attr_values(self): - data = self.data - domain = data.domain if data and len(data) else None - self.xy_model.set_domain(domain) - self.attr_x = self.xy_model[0] if self.xy_model else None - self.attr_y = self.xy_model[1] if len(self.xy_model) >= 2 \ - else self.attr_x - self.graph.set_domain(data) - def set_attr(self, attr_x, attr_y): self.attr_x, self.attr_y = attr_x, attr_y - self.update_attr() + self.attr_changed() + + def attr_changed(self): + self.graph.reset_graph() + for axis, var in (("bottom", self.attr_x), ("left", self.attr_y)): + self.graph.set_axis_title(axis, var) + if var and var.is_discrete: + self.graph.set_axis_labels(axis, get_variable_values_sorted(var)) + else: + self.graph.set_axis_labels(axis, None) - def update_attr(self): - self.update_graph() - self.cb_class_density.setEnabled(self.graph.can_draw_density()) - self.cb_reg_line.setEnabled(self.graph.can_draw_regresssion_line()) + self.cb_class_density.setEnabled(self.can_draw_density()) + self.cb_reg_line.setEnabled(self.can_draw_regresssion_line()) self.send_features() + # The color combo's callback calls self.graph.update_colors AND this method def update_colors(self): self._vizrank_color_change() - self.cb_class_density.setEnabled(self.graph.can_draw_density()) - - def update_density(self): - self.update_graph(reset_view=False) - - def update_regression_line(self): - self.update_graph(reset_view=False) - - def update_graph(self, reset_view=True, **_): - self.graph.zoomStack = [] - if self.graph.data is None: - return - self.graph.update_data(self.attr_x, self.attr_y, reset_view) + self.cb_class_density.setEnabled(self.can_draw_density()) def selection_changed(self): - # Store current selection in a setting that is stored in workflow if isinstance(self.data, SqlTable): selection = None @@ -415,17 +511,20 @@ def send_data(self): def _get_selected(): if not len(selection): return None - return create_groups_table(data, graph.selection, False, "Group") + return create_groups_table(data, group_selection, False, "Group") def _get_annotated(): if graph.selection is not None and np.max(graph.selection) > 1: - return create_groups_table(data, graph.selection) + return create_groups_table(data, group_selection) else: return create_annotated_table(data, selection) graph = self.graph data = self.data selection = graph.get_selection() + if graph.selection is not None: + group_selection = np.zeros(len(self.data), dtype=int) + group_selection[self.valid_data] = graph.selection self.Outputs.annotated_data.send(_get_annotated()) self.Outputs.selected_data.send(_get_selected()) @@ -444,13 +543,15 @@ def get_widget_name_extension(self): def send_report(self): if self.data is None: return + def name(var): return var and var.name + caption = report.render_items_vert(( - ("Color", name(self.graph.attr_color)), - ("Label", name(self.graph.attr_label)), - ("Shape", name(self.graph.attr_shape)), - ("Size", name(self.graph.attr_size)), + ("Color", name(self.attr_color)), + ("Label", name(self.attr_label)), + ("Shape", name(self.attr_shape)), + ("Size", name(self.attr_size)), ("Jittering", (self.attr_x.is_discrete or self.attr_y.is_discrete or self.graph.jitter_continuous) and @@ -469,6 +570,15 @@ def migrate_settings(cls, settings, version): if version < 2 and "selection" in settings and settings["selection"]: settings["selection_group"] = [(a, 1) for a in settings["selection"]] + @classmethod + def migrate_context(cls, context, version): + if version < 3: + values = context.values + values["attr_color"] = values["graph"]["attr_color"] + values["attr_size"] = values["graph"]["attr_size"] + values["attr_shape"] = values["graph"]["attr_shape"] + values["attr_label"] = values["graph"]["attr_label"] + def main(argv=None): import sys @@ -484,7 +594,7 @@ def main(argv=None): ow = OWScatterPlot() ow.show() ow.raise_() - data = Orange.data.Table(filename) + data = Table(filename) ow.set_data(data) ow.set_subset_data(data[:30]) ow.handleNewSignals() diff --git a/Orange/widgets/visualize/owscatterplotgraph.py b/Orange/widgets/visualize/owscatterplotgraph.py index aad048f62e5..40b4f0b438b 100644 --- a/Orange/widgets/visualize/owscatterplotgraph.py +++ b/Orange/widgets/visualize/owscatterplotgraph.py @@ -1,39 +1,45 @@ -from collections import Counter +from collections import Counter, defaultdict import sys import itertools +import warnings from xml.sax.saxutils import escape -from math import log10, floor, ceil +from math import log2, log10, floor, ceil import numpy as np -from scipy.stats import linregress +from scipy import sparse as sp -from AnyQt.QtCore import Qt, QObject, QEvent, QRectF, QPointF, QSize +from AnyQt.QtCore import Qt, QRectF, QPointF, QSize from AnyQt.QtGui import ( - QStaticText, QColor, QPen, QBrush, QPainterPath, QTransform, QPainter, QKeySequence) -from AnyQt.QtWidgets import QApplication, QToolTip, QPinchGesture, \ - QGraphicsTextItem, QGraphicsRectItem, QAction + QStaticText, QColor, QPen, QBrush, QPainterPath, QTransform, QPainter +) +from AnyQt.QtWidgets import ( + QApplication, QToolTip, QGraphicsTextItem, QGraphicsRectItem +) import pyqtgraph as pg -from pyqtgraph.graphicsItems.ViewBox import ViewBox import pyqtgraph.graphicsItems.ScatterPlotItem from pyqtgraph.graphicsItems.LegendItem import LegendItem, ItemSample -from pyqtgraph.graphicsItems.ScatterPlotItem import ScatterPlotItem from pyqtgraph.graphicsItems.TextItem import TextItem -from pyqtgraph.graphicsItems.InfiniteLine import InfiniteLine -from pyqtgraph.Point import Point +from Orange.statistics.util import bincount +from Orange.util import OrangeDeprecationWarning from Orange.widgets import gui -from Orange.widgets.utils import classdensity, get_variable_values_sorted -from Orange.widgets.utils.colorpalette import (ColorPaletteGenerator, - ContinuousPaletteGenerator, DefaultRGBColors) -from Orange.widgets.utils.plot import \ - OWPalette, OWPlotGUI, SELECT, PANNING, ZOOMING -from Orange.widgets.utils.scaling import ScaleScatterPlotData +from Orange.widgets.utils import classdensity +from Orange.widgets.utils.colorpalette import ( + ColorPaletteGenerator, ContinuousPaletteGenerator, DefaultRGBColors +) +from Orange.widgets.utils.plot import OWPalette, OWPlotGUI +from Orange.widgets.visualize.utils.plotutils import ( + HelpEventDelegate as EventDelegate, + InteractiveViewBox as ViewBox +) +from Orange.widgets.visualize.owscatterplotgraph_obsolete import ( + OWScatterPlotGraph as OWScatterPlotGraphObs +) from Orange.widgets.settings import Setting, ContextSetting +from Orange.widgets.widget import OWWidget, Msg -# TODO Move utility classes to another module, so they can be used elsewhere - SELECTION_WIDTH = 5 MAX = 11 # maximum number of colors or shapes (including Other) MAX_POINTS_IN_TOOLTIP = 5 @@ -67,12 +73,11 @@ def boundingRect(self): def paint(self, p, *args): p.setRenderHint(p.Antialiasing) scale = self.scale - palette = self.palette font = p.font() font.setPixelSize(11) p.setFont(font) for i, label in enumerate(self.labels): - color = QColor(*palette.getRGB((i + 0.5) / scale.bins)) + color = QColor(*self.palette.getRGB((i + 0.5) / scale.bins)) p.setPen(Qt.NoPen) p.setBrush(QBrush(color)) p.drawRect(0, i * 15, 15, 15) @@ -339,109 +344,18 @@ def compute_bins(self, a): class InteractiveViewBox(ViewBox): def __init__(self, graph, enable_menu=False): - self.init_history() - ViewBox.__init__(self, enableMenu=enable_menu) - self.graph = graph - self.setMouseMode(self.PanMode) - self.grabGesture(Qt.PinchGesture) - - def _dragtip_pos(self): - return 10, self.height() - - def safe_update_scale_box(self, buttonDownPos, currentPos): - x, y = currentPos - if buttonDownPos[0] == x: - x += 1 - if buttonDownPos[1] == y: - y += 1 - self.updateScaleBox(buttonDownPos, Point(x, y)) - - # noinspection PyPep8Naming,PyMethodOverriding - def mouseDragEvent(self, ev, axis=None): - if self.graph.state == SELECT and axis is None: - ev.accept() - pos = ev.pos() - if ev.button() == Qt.LeftButton: - self.safe_update_scale_box(ev.buttonDownPos(), ev.pos()) - scene = self.scene() - dragtip = scene.drag_tooltip - if ev.isFinish(): - dragtip.hide() - self.rbScaleBox.hide() - pixel_rect = QRectF(ev.buttonDownPos(ev.button()), pos) - value_rect = self.childGroup.mapRectFromParent(pixel_rect) - self.graph.select_by_rectangle(value_rect) - else: - dragtip.setPos(*self._dragtip_pos()) - dragtip.show() # although possibly already shown - self.safe_update_scale_box(ev.buttonDownPos(), ev.pos()) - elif self.graph.state == ZOOMING or self.graph.state == PANNING: - ev.ignore() - super().mouseDragEvent(ev, axis=axis) - else: - ev.ignore() - - def updateAutoRange(self): - # indirectly called by the autorange button on the graph - super().updateAutoRange() - self.tag_history() - - def tag_history(self): - #add current view to history if it differs from the last view - if self.axHistory: - currentview = self.viewRect() - lastview = self.axHistory[self.axHistoryPointer] - inters = currentview & lastview - united = currentview.united(lastview) - if inters.width()*inters.height()/(united.width()*united.height()) > 0.95: - return - self.axHistoryPointer += 1 - self.axHistory = self.axHistory[:self.axHistoryPointer] + \ - [self.viewRect()] - - def init_history(self): - self.axHistory = [] - self.axHistoryPointer = -1 - - def autoRange(self, padding=None, items=None, item=None): - super().autoRange(padding=padding, items=items, item=item) - self.tag_history() - - def suggestPadding(self, axis): #no padding so that undo works correcty - return 0. + super().__init__(graph, enable_menu) + warnings.warn("InteractiveViewBox class has been deprecated since " + "3.17. Use Orange.widgets.visualize.utils.plotutils." + "InteractiveViewBox instead.", OrangeDeprecationWarning) - def scaleHistory(self, d): - self.tag_history() - super().scaleHistory(d) - def mouseClickEvent(self, ev): - if ev.button() == Qt.RightButton: # undo zoom - self.scaleHistory(-1) - else: - ev.accept() - self.graph.unselect_all() - - def sceneEvent(self, event): - if event.type() == QEvent.Gesture: - return self.gestureEvent(event) - return super().sceneEvent(event) - - def gestureEvent(self, event): - gesture = event.gesture(Qt.PinchGesture) - if gesture.state() == Qt.GestureStarted: - event.accept(gesture) - elif gesture.changeFlags() & QPinchGesture.ScaleFactorChanged: - center = self.mapSceneToView(gesture.centerPoint()) - scale_prev = gesture.lastScaleFactor() - scale = gesture.scaleFactor() - if scale_prev != 0: - scale = scale / scale_prev - if scale > 0: - self.scaleBy((1 / scale, 1 / scale), center) - elif gesture.state() == Qt.GestureFinished: - self.tag_history() - - return True +class OWScatterPlotGraph(OWScatterPlotGraphObs): + def __init__(self, scatter_widget, parent=None, _="None", view_box=InteractiveViewBox): + super().__init__(scatter_widget, parent=parent, _=_, view_box=view_box) + warnings.warn("OWScatterPlotGraph class has been deprecated since " + "3.17. Use OWScatterPlotBase instead.", + OrangeDeprecationWarning) class ScatterPlotItem(pg.ScatterPlotItem): @@ -468,6 +382,7 @@ def _define_symbols(): tr.rotate(180) symbols['t'] = tr.map(symbols['t']) + _define_symbols() @@ -477,20 +392,97 @@ def _make_pen(color, width): return p -class OWScatterPlotGraph(gui.OWComponent, ScaleScatterPlotData): - attr_color = ContextSetting(None, required=ContextSetting.OPTIONAL) - attr_label = ContextSetting(None, required=ContextSetting.OPTIONAL) - attr_shape = ContextSetting(None, required=ContextSetting.OPTIONAL) - attr_size = ContextSetting(None, required=ContextSetting.OPTIONAL) +class OWScatterPlotBase(gui.OWComponent): + """ + Provide a graph component for widgets that show any kind of point plot + + The component plots a set of points with given coordinates, shapes, + sizes and colors. Its function is similar to that of a *view*, whereas + the widget represents a *model* and a *controler*. + + The model (widget) needs to provide methods: + + - `get_coordinates_data`, `get_size_data`, `get_color_data`, + `get_shape_data`, `get_label_data`, which return a 1d array (or two + arrays, for `get_coordinates_data`) of `dtype` `float64`, except for + `get_label_data`, which returns formatted labels; + - `get_color_labels`, `get_shape_labels`, which are return lists of + strings used for the color and shape legend; + - `get_tooltip`, which gives a tooltip for a single data point + - (optional) `impute_sizes`, `impute_shapes` get final coordinates and + shapes, and replace nans; + - `get_subset_mask` returns a bool array indicating whether a + data point is in the subset or not (e.g. in the 'Data Subset' signal + in the Scatter plot and similar widgets); + - `set_palette` sets the plot's palette appropriate for visualizing the + current color data; + - `is_continuous_color` decides the type of the color legend; + - `combined_legend` tells whether the color and shape legend should be + combined into one (usually because they represent the same data). + + The widget (in a role of controller) must also provide methods + - `selection_changed` + + If `get_coordinates_data` returns `(None, None)`, the plot is cleared. If + `get_size_data`, `get_color_data` or `get_shape_data` return `None`, + all points will have the same size, color or shape, respectively. + If `get_label_data` returns `None`, there are no labels. + + The view (this compomnent) provides methods `update_coordinates`, + `update_sizes`, `update_colors`, `update_shapes` and `update_labels` + that the widget (in a role of a controler) should call when any of + these properties are changed. If the widget calls, for instance, the + plot's `update_colors`, the plot will react by calling the widget's + `get_color_data` as well as the widget's methods needed to contruct the + legend. + + The view also provides a method `reset`, which should be called only + when + - the widget gets entirely new data + - the number of points may have changed, for instance when selecting + a different attribute for x or y in the scatter plot, where the points + with missing x or y coordinates are hidden. + + Every `update_something` calls the plot's `get_something`, which + calls the model's `get_something_data`, then it transforms this data + into whatever is needed (colors, shapes, scaled sizes) and changes the + plot. For the simplest example, here is `update_shapes`: + + ``` + def update_shapes(self): + if self.scatterplot_item: + shape_data = self.get_shapes() + self.scatterplot_item.setSymbol(shape_data) + self.make_legend() + + def get_shapes(self): + shape_data = self.master.get_shape_data() + shape_data = self.master.impute_shapes( + shape_data, len(self.CurveSymbols) - 1) + return self.CurveSymbols[shape_data] + ``` + + On the widget's side, `get_something_data` is essentially just: + + ``` + def get_size_data(self): + return self.get_column(self.attr_size) + ``` + + where `get_column` retrieves a column while also filtering out the + points with missing x and y and so forth. (Here we present the simplest + two cases, "shapes" for the view and "sizes" for the model. The colors + for the view are more complicated since they deal with discrete and + continuous palettes, and the shapes for the view merge infrequent shapes.) + """ label_only_selected = Setting(False) - point_width = Setting(10) alpha_value = Setting(128) show_grid = Setting(False) show_legend = Setting(True) - tooltip_shows_all = Setting(False) class_density = Setting(False) - show_reg_line = Setting(False) + jitter_size = Setting(0) + resolution = 256 CurveSymbols = np.array("o x t + d s t2 t3 p h star ?".split()) @@ -498,55 +490,36 @@ class OWScatterPlotGraph(gui.OWComponent, ScaleScatterPlotData): DarkerValue = 120 UnknownColor = (168, 50, 168) - def __init__(self, scatter_widget, parent=None, _="None", view_box=InteractiveViewBox): - gui.OWComponent.__init__(self, scatter_widget) + def __init__(self, scatter_widget, parent=None, view_box=ViewBox): + super().__init__(scatter_widget) + + self.subset_is_shown = False + self.view_box = view_box(self) self.plot_widget = pg.PlotWidget(viewBox=self.view_box, parent=parent, background="w") + self.plot_widget.hideAxis("left") + self.plot_widget.hideAxis("bottom") self.plot_widget.getPlotItem().buttonsHidden = True self.plot_widget.setAntialiasing(True) self.plot_widget.sizeHint = lambda: QSize(500, 500) scene = self.plot_widget.scene() self._create_drag_tooltip(scene) - self._data = None # Original Table as passed from widget to new_data before transformations self.replot = self.plot_widget.replot - ScaleScatterPlotData.__init__(self) self.density_img = None self.scatterplot_item = None self.scatterplot_item_sel = None - self.reg_line_item = None self.labels = [] self.master = scatter_widget - self.master.Warning.add_message( - "missing_coords", - "Plot cannot be displayed because '{}' or '{}' is missing for " - "all data points") - self.master.Information.add_message( - "missing_coords", - "Points with missing '{}' or '{}' are not displayed") - self.master.Information.add_message( - "missing_size", - "Points with undefined '{}' are shown in smaller size") - self.master.Information.add_message( - "missing_shape", - "Points with undefined '{}' are shown as crossed circles") - self.shown_attribute_indices = [] - self.shown_x = self.shown_y = None - self.pen_colors = self.brush_colors = None - self.valid_data = None # np.ndarray self.selection = None # np.ndarray self.n_points = 0 self.gui = OWPlotGUI(self) - self.continuous_palette = ContinuousPaletteGenerator( - QColor(255, 255, 0), QColor(0, 0, 255), True) - self.discrete_palette = ColorPaletteGenerator() - - self.selection_behavior = 0 + self.palette = None self.legend = self.color_legend = None self.__legend_anchor = (1, 0), (1, 0) @@ -554,15 +527,13 @@ def __init__(self, scatter_widget, parent=None, _="None", view_box=InteractiveVi self.scale = None # DiscretizedScale - self.subset_indices = None - # self.setMouseTracking(True) # self.grabGesture(QPinchGesture) # self.grabGesture(QPanGesture) self.update_grid() - self._tooltip_delegate = HelpEventDelegate(self.help_event) + self._tooltip_delegate = EventDelegate(self.help_event) self.plot_widget.scene().installEventFilter(self._tooltip_delegate) def _create_drag_tooltip(self, scene): @@ -598,469 +569,530 @@ def update_tooltip(self, modifiers): text = self.tiptexts.get(int(modifiers), self.tiptexts[0]) self.tip_textitem.setHtml(text) - def new_data(self, data, subset_data=None, new=True, **args): - if new: - self.plot_widget.clear() - self.remove_legend() - - self.density_img = None - self.scatterplot_item = None - self.scatterplot_item_sel = None - self.reg_line_item = None - self.labels = [] - self.selection = None - self.valid_data = None - - self.subset_indices = set(e.id for e in subset_data) if subset_data else None + def clear(self): + """ + Remove all graphical elements from the plot - self._data = data - data = self.sparse_to_dense() - self.set_data(data, **args) + Calls the pyqtgraph's plot widget's clear, removes the legend(s) and + resets the(ir) anchors, sets all handles to `None`, removes labels and + selections. - def set_domain(self, data): - domain = data.domain if data and len(data) else None - for attr in ("attr_color", "attr_shape", "attr_size", "attr_label"): - getattr(self.controls, attr).model().set_domain(domain) - setattr(self, attr, None) - if domain is not None: - self.attr_color = domain.class_var + This method should generally not be called by the widget. If the data + is gone (*e.g.* upon receiving `None` as an input data signal), this + should be handler by calling `reset_graph`, which will in turn call + `clear`. - def sparse_to_dense(self): - data = self._data - if data is None or not data.is_sparse(): - return data - - attrs = {self.shown_x, - self.shown_y, - self.attr_color, - self.attr_shape, - self.attr_size, - self.attr_label} - domain = data.domain - all_attrs = domain.variables + domain.metas - attrs = list(set(all_attrs) & attrs) - selected_data = data[:, attrs].to_dense() - return selected_data - - def _clear_plot_widget(self): + Derived classes should override this method if they add more graphical + elements. For instance, the regression line in the scatterplot adds + `self.reg_line_item = None` (the line in the plot is already removed + in this method). + """ self.remove_legend() - if self.density_img: - self.plot_widget.removeItem(self.density_img) - self.density_img = None - if self.scatterplot_item: - self.plot_widget.removeItem(self.scatterplot_item) - self.scatterplot_item = None - if self.scatterplot_item_sel: - self.plot_widget.removeItem(self.scatterplot_item_sel) - self.scatterplot_item_sel = None - if self.reg_line_item: - self.plot_widget.removeItem(self.reg_line_item) - self.reg_line_item = None - for label in self.labels: - self.plot_widget.removeItem(label) + self.plot_widget.clear() + + self.density_img = None + self.scatterplot_item = None + self.scatterplot_item_sel = None self.labels = [] - self.set_axis_title("bottom", "") - self.set_axis_title("left", "") - - def update_data(self, attr_x, attr_y, reset_view=True): - self.master.Warning.missing_coords.clear() - self.master.Information.missing_coords.clear() - self._clear_plot_widget() - - if self.shown_y != attr_y: - # 'reset' the axis text width estimation. Without this the left - # axis tick labels space only ever expands - yaxis = self.plot_widget.getAxis("left") - yaxis.textWidth = 30 - - self.shown_x, self.shown_y = attr_x, attr_y - if attr_x not in self.data.domain or attr_y not in self.data.domain: - data = self.sparse_to_dense() - self.set_data(data) - - if self.jittered_data is None or not len(self.jittered_data): - self.valid_data = None - else: - self.valid_data = self.get_valid_list([attr_x, attr_y]) - if not np.any(self.valid_data): - self.valid_data = None - if self.valid_data is None: - self.selection = None - self.n_points = 0 - self.master.Warning.missing_coords( - self.shown_x.name, self.shown_y.name) - return + self.selection = None - x_data, y_data = self.get_xy_data_positions( - attr_x, attr_y, self.valid_data) - self.n_points = len(x_data) - - if reset_view: - min_x, max_x = np.nanmin(x_data), np.nanmax(x_data) - min_y, max_y = np.nanmin(y_data), np.nanmax(y_data) - self.view_box.setRange( - QRectF(min_x, min_y, max_x - min_x, max_y - min_y), - padding=0.025) - self.view_box.init_history() - self.view_box.tag_history() - [min_x, max_x], [min_y, max_y] = self.view_box.viewRange() - - for axis, var in (("bottom", attr_x), ("left", attr_y)): - self.set_axis_title(axis, var) - if var.is_discrete: - self.set_labels(axis, get_variable_values_sorted(var)) - else: - self.set_labels(axis, None) + def reset_graph(self): + """ + Reset the graph to new data (or no data) - color_data, brush_data = self.compute_colors() - color_data_sel, brush_data_sel = self.compute_colors_sel() - size_data = self.compute_sizes() - shape_data = self.compute_symbols() + The method must be called when the plot receives new data, in + particular when the number of points change. If only their properties + - like coordinates or shapes - change, an update method + (`update_coordinates`, `update_shapes`...) should be called instead. - if self.should_draw_density(): - rgb_data = [pen.color().getRgb()[:3] for pen in color_data] - self.density_img = classdensity.class_density_image( - min_x, max_x, min_y, max_y, self.resolution, - x_data, y_data, rgb_data) - self.plot_widget.addItem(self.density_img) + The method must also be called when the data is gone. - self.data_indices = np.flatnonzero(self.valid_data) - if len(self.data_indices) != len(self.data): - self.master.Information.missing_coords( - self.shown_x.name, self.shown_y.name) + The method calls `clear`, followed by calls of all update methods. + """ + self.clear() + self.update_coordinates() + self.update_point_props() - self.scatterplot_item = ScatterPlotItem( - x=x_data, y=y_data, data=self.data_indices, - symbol=shape_data, size=size_data, pen=color_data, brush=brush_data - ) - self.scatterplot_item_sel = ScatterPlotItem( - x=x_data, y=y_data, data=self.data_indices, - symbol=shape_data, size=size_data + SELECTION_WIDTH, - pen=color_data_sel, brush=brush_data_sel - ) - self.plot_widget.addItem(self.scatterplot_item_sel) - self.plot_widget.addItem(self.scatterplot_item) - - self.scatterplot_item.selected_points = [] - self.scatterplot_item.sigClicked.connect(self.select_by_click) - if self.show_reg_line: - _x_data = self.data.get_column_view(self.shown_x)[0] - _y_data = self.data.get_column_view(self.shown_y)[0] - _x_data = _x_data[self.valid_data] - _y_data = _y_data[self.valid_data] - assert _x_data.size - assert _y_data.size - self.draw_regression_line( - _x_data, _y_data, np.min(_x_data), np.max(_y_data)) + def update_point_props(self): + """ + Update the sizes, colors, shapes and labels + The method calls the appropriate update methods for individual + properties. + """ + self.update_sizes() + self.update_colors() + self.update_selection_colors() + self.update_shapes() self.update_labels() - self.make_legend() - self.plot_widget.replot() - - def draw_regression_line(self, x_data, y_data, min_x, max_x): - if self.show_reg_line and self.can_draw_regresssion_line(): - slope, intercept, rvalue, _, _ = linregress(x_data, y_data) - start_y = min_x * slope + intercept - end_y = max_x * slope + intercept - angle = np.degrees(np.arctan((end_y - start_y) / (max_x - min_x))) - rotate = ((angle + 45) % 180) - 45 > 90 - color = QColor("#505050") - l_opts = dict(color=color, position=abs(int(rotate) - 0.85), - rotateAxis=(1, 0), movable=True) - self.reg_line_item = InfiniteLine( - pos=QPointF(min_x, start_y), pen=pg.mkPen(color=color, width=1), - angle=angle, label="r = {:.2f}".format(rvalue), labelOpts=l_opts) - if rotate: - self.reg_line_item.label.angle = 180 - self.reg_line_item.label.updateTransform() - self.plot_widget.addItem(self.reg_line_item) - def can_draw_density(self): - return self.domain is not None and \ - self.attr_color is not None and \ - self.attr_color.is_discrete and \ - self.shown_x.is_continuous and \ - self.shown_y.is_continuous - - def should_draw_density(self): - return self.class_density and self.n_points > 1 and self.can_draw_density() - - def can_draw_regresssion_line(self): - return self.domain is not None and \ - self.shown_x.is_continuous and \ - self.shown_y.is_continuous - - def set_labels(self, axis, labels): - axis = self.plot_widget.getAxis(axis) - if labels: - ticks = [[(i, labels[i]) for i in range(len(labels))]] - axis.setTicks(ticks) - else: - axis.setTicks(None) + # Coordinates + def _reset_view(self, x_data, y_data): + """ + Set the range of the view box + + Args: + x_data (np.ndarray): x coordinates + y_data (np.ndarray) y coordinates + """ + min_x, max_x = np.nanmin(x_data), np.nanmax(x_data) + min_y, max_y = np.nanmin(y_data), np.nanmax(y_data) + self.view_box.setRange( + QRectF(min_x, min_y, max_x - min_x, max_y - min_y), + padding=0.025) + self.view_box.init_history() + self.view_box.tag_history() + + def get_coordinates(self): + """ + Prepare coordinates of the points in the plot + + The method is called by `update_coordinates`. It gets the coordinates + from the widget, jitters them and return them. - def set_axis_title(self, axis, title): - self.plot_widget.setLabel(axis=axis, text=title) + The method also stores the number of points. - def compute_sizes(self): - self.master.Information.missing_size.clear() - if self.attr_size is None: - size_data = np.full((self.n_points,), self.point_width, - dtype=float) + Returns: + (tuple): a pair of numpy arrays containing coordinates, + or `(None, None)`. + """ + x, y = self.master.get_coordinates_data() + if x is None: + self.n_points = 0 + return None, None + x, y = self.jitter_coordinates(x, y) + self.n_points = len(x) if x is not None else 0 + return x, y + + def jitter_coordinates(self, x, y): + if self.jitter_size == 0: + return x, y + return self._jitter_data(x, y) + + def _jitter_data(self, x, y, span_x=None, span_y=None): + if span_x is None: + span_x = np.max(x) - np.min(x) + if span_y is None: + span_y = np.max(y) - np.min(y) + random = np.random.RandomState(seed=0) + rs = random.uniform(0, 1, len(x)) + phis = random.uniform(0, 2 * np.pi, len(x)) + magnitude = self.jitter_size / 100 + return (x + magnitude * span_x * rs * np.cos(phis), + y + magnitude * span_y * rs * np.sin(phis)) + + @classmethod + def _update_plot_coordinates(cls, plot, x, y): + """ + Change the coordinates of points while keeping other properites + + Note. Pyqtgraph does not offer a method for this: setting coordinates + invalidates other data. We therefore retrieve the data to set it + together with the coordinates. Pyqtgraph also does not offer a + (documented) method for retrieving the data, yet using + `plot.data[prop]` looks reasonably safe. The alternative, calling + update for every property would essentially reset the graph, which + can be time consuming. + """ + data = dict(x=x, y=y) + for prop in ('pen', 'brush', 'size', 'symbol', 'data'): + data[prop] = plot.data[prop] + plot.setData(**data) + + def update_coordinates(self): + """ + Trigger the update of coordinates while keeping other features intact. + + The method gets the coordinates by calling `self.get_coordinates`, + which in turn calls the widget's `get_coordinate_data`. The number of + coordinate pairs returned by the latter must match the current number + of points. If this is not the case, the widget should trigger + the complete update by calling `reset_graph` instead of this method. + """ + x, y = self.get_coordinates() + if x is None or not len(x): + return + if self.scatterplot_item is None: + kwargs = {"x": x, "y": y, "data": np.arange(self.n_points)} + self.scatterplot_item = ScatterPlotItem(**kwargs) + self.scatterplot_item.sigClicked.connect(self.select_by_click) + self.scatterplot_item_sel = ScatterPlotItem(**kwargs) + self.plot_widget.addItem(self.scatterplot_item_sel) + self.plot_widget.addItem(self.scatterplot_item) + self.update_point_props() else: - size_data = \ - self.MinShapeSize + \ - self.scaled_data.get_column_view(self.attr_size)[0][self.valid_data] * \ - self.point_width - nans = np.isnan(size_data) - if np.any(nans): - size_data[nans] = self.MinShapeSize - 2 - self.master.Information.missing_size(self.attr_size) - return size_data + self._update_plot_coordinates(self.scatterplot_item, x, y) + self._update_plot_coordinates(self.scatterplot_item_sel, x, y) + + self.update_label_coords(x, y) + self.update_density() # Todo: doesn't work: try MDS with density on + self._reset_view(x, y) + + # Sizes + def get_sizes(self): + """ + Prepare data for sizes of points in the plot + + The method is called by `update_sizes`. It gets the sizes + from the widget and performs the necessary scaling and sizing. + + Returns: + (np.ndarray): sizes + """ + size_column = self.master.get_size_data() + if size_column is None: + return np.ones(self.n_points) * self.point_width + size_column = size_column.copy() + size_column -= np.min(size_column) + mx = np.max(size_column) + if mx > 0: + size_column /= mx + return self.MinShapeSize + self.point_width * size_column def update_sizes(self): - self.set_data(self.sparse_to_dense()) - self.update_point_size() + """ + Trigger an update of point sizes - def update_point_size(self): + The method calls `self.get_sizes`, which in turn calls the widget's + `get_size_data`. The result are properly scaled and then passed + back to widget for imputing (`master.impute_sizes`). + """ if self.scatterplot_item: - size_data = self.compute_sizes() + size_data = self.get_sizes() + self.master.impute_sizes(size_data) self.scatterplot_item.setSize(size_data) self.scatterplot_item_sel.setSize(size_data + SELECTION_WIDTH) - def get_color(self): - if self.attr_color is None: - return None - colors = self.attr_color.colors - if self.attr_color.is_discrete: - self.discrete_palette = ColorPaletteGenerator( - number_of_colors=min(len(colors), MAX), rgb_colors=colors if len(colors) <= MAX - else DefaultRGBColors) + update_point_size = update_sizes # backward compatibility (needed?!) + update_size = update_sizes + + # Colors + def get_colors(self): + """ + Prepare data for colors of the points in the plot + + The method is called by `update_colors`. It gets the colors and the + indices of the data subset from the widget (`get_color_data`, + `get_subset_mask`), and constructs lists of pens and brushes for + each data point. + + The method uses different palettes for discrete and continuous data, + as determined by calling the widget's method `is_continuous_color`. + + If also marks the points that are in the subset as defined by, for + instance the 'Data Subset' signal in the Scatter plot and similar + widgets. (Do not confuse this with *selected points*, which are + marked by circles around the points, which are colored by groups + and thus independent of this method.) + + Returns: + (tuple): a list of pens and list of brushes + """ + self.master.set_palette() + c_data = self.master.get_color_data() + subset = self.master.get_subset_mask() + self.subset_is_shown = subset is not None + if c_data is None: # same color + return self._get_same_colors(subset) + elif self.master.is_continuous_color(): + return self._get_continuous_colors(c_data, subset) else: - self.continuous_palette = ContinuousPaletteGenerator(*colors) - return self.attr_color + return self._get_discrete_colors(c_data, subset) - def compute_colors_sel(self, keep_colors=False): - if not keep_colors: - self.pen_colors_sel = self.brush_colors_sel = None + def _get_same_colors(self, subset): + """ + Return the same pen for all points while the brush color depends + upon whether the point is in the subset or not - nopen = QPen(Qt.NoPen) - if self.selection is not None: - sels = np.max(self.selection) - if sels == 1: - pens = [nopen, - _make_pen(QColor(255, 190, 0, 255), - SELECTION_WIDTH + 1.)] - else: - palette = ColorPaletteGenerator(number_of_colors=sels + 1) - pens = [nopen] + \ - [_make_pen(palette[i], SELECTION_WIDTH + 1.) - for i in range(sels)] - pen = [pens[a] for a in self.selection[self.valid_data]] + Args: + subset (np.ndarray): a bool array indicating whether a data point + is in the subset or not (e.g. in the 'Data Subset' signal + in the Scatter plot and similar widgets); + + Returns: + (tuple): a list of pens and list of brushes + """ + color = self.plot_widget.palette().color(OWPalette.Data) + pen = [_make_pen(color, 1.5) for _ in range(self.n_points)] + if subset is not None: + brush = [(QBrush(QColor(128, 128, 128, 0)), + QBrush(QColor(128, 128, 128, 255)))[s] + for s in subset] else: - pen = [nopen] * self.n_points - brush = [QBrush(QColor(255, 255, 255, 0))] * self.n_points + color = QColor(128, 128, 128, self.alpha_value) + brush = [QBrush(color) for _ in range(self.n_points)] return pen, brush - def _reduce_values(self, attr): + def _get_continuous_colors(self, c_data, subset): """ - If discrete variable has more than maximium allowed values, - less used values are joined as "Other" + Return the pens and colors whose color represent an index into + a continuous palette. The same color is used for pen and brush, + except the former is darker. If the data has a subset, the brush + is transparent for points that are not in the subset. """ - c_data = self.data.get_column_view(attr)[0][self.valid_data] - if attr.is_continuous or len(attr.values) <= MAX: - return None, c_data - values_to_replace = Counter(c_data) - values_to_replace = sorted( - values_to_replace, key=values_to_replace.get, reverse=True - ) - return values_to_replace, c_data - - def _get_values(self, attr): - if len(attr.values) <= MAX: - return attr.values - values_to_replace, _ = self._reduce_values(attr) - return [attr.values[int(i)] for i in values_to_replace - if not np.isnan(i)][:MAX - 1] + ["Other"] - - def _get_data(self, attr): - values_to_replace, c_data = self._reduce_values(attr) - if values_to_replace is not None: - c_data_2 = c_data.copy() - for i, v in enumerate(values_to_replace): - c_data[c_data_2 == v] = i if i < MAX - 1 else MAX - 1 - return c_data - - def compute_colors(self, keep_colors=False): - if not keep_colors: - self.pen_colors = self.brush_colors = None - self.get_color() - - subset = None - if self.subset_indices: - subset = np.array([ex.id in self.subset_indices - for ex in self.data[self.valid_data]]) - - if self.attr_color is None: # same color - color = self.plot_widget.palette().color(OWPalette.Data) - pen = [_make_pen(color, 1.5)] * self.n_points - if subset is not None: - brush = [(QBrush(QColor(128, 128, 128, 0)), - QBrush(QColor(128, 128, 128, 255)))[s] - for s in subset] - else: - brush = [QBrush(QColor(128, 128, 128, self.alpha_value))] \ - * self.n_points - return pen, brush - - c_data = self._get_data(self.attr_color) - if self.attr_color.is_continuous: - if self.pen_colors is None: - self.scale = DiscretizedScale(np.nanmin(c_data), np.nanmax(c_data)) - c_data -= self.scale.offset - c_data /= self.scale.width - c_data = np.floor(c_data) + 0.5 - c_data /= self.scale.bins - c_data = np.clip(c_data, 0, 1) - palette = self.continuous_palette - self.pen_colors = palette.getRGB(c_data) - self.brush_colors = np.hstack( - [self.pen_colors, - np.full((self.n_points, 1), self.alpha_value, dtype=int)]) - self.pen_colors *= 100 - self.pen_colors //= self.DarkerValue - self.pen_colors = [_make_pen(QColor(*col), 1.5) - for col in self.pen_colors.tolist()] - if subset is not None: - self.brush_colors[:, 3] = 0 - self.brush_colors[subset, 3] = 255 - else: - self.brush_colors[:, 3] = self.alpha_value - pen = self.pen_colors - brush = np.array([QBrush(QColor(*col)) - for col in self.brush_colors.tolist()]) + self.scale = DiscretizedScale(np.nanmin(c_data), np.nanmax(c_data)) + c_data -= self.scale.offset + c_data /= self.scale.width + c_data = np.floor(c_data) + 0.5 + c_data /= self.scale.bins + c_data = np.clip(c_data, 0, 1) + pen = self.palette.getRGB(c_data) + brush = np.hstack( + [pen, np.full((len(pen), 1), self.alpha_value, dtype=int)]) + pen *= 100 + pen //= self.DarkerValue + pen = [_make_pen(QColor(*col), 1.5) for col in pen.tolist()] + + if subset is not None: + brush[:, 3] = 0 + brush[subset, 3] = 255 + brush = np.array([QBrush(QColor(*col)) for col in brush.tolist()]) + return pen, brush + + def _get_discrete_colors(self, c_data, subset): + """ + Return the pens and colors whose color represent an index into + a discrete palette. The same color is used for pen and brush, + except the former is darker. If the data has a subset, the brush + is transparent for points that are not in the subset. + """ + n_colors = self.palette.number_of_colors + c_data = c_data.copy() + c_data[np.isnan(c_data)] = n_colors + c_data = c_data.astype(int) + colors = np.r_[self.palette.getRGB(np.arange(n_colors)), + [[128, 128, 128]]] + pens = np.array( + [_make_pen(QColor(*col).darker(self.DarkerValue), 1.5) + for col in colors]) + pen = pens[c_data] + alpha = self.alpha_value if subset is None else 255 + brushes = np.array([ + [QBrush(QColor(0, 0, 0, 0)), + QBrush(QColor(col[0], col[1], col[2], alpha))] + for col in colors]) + brush = brushes[c_data] + + if subset is not None: + brush = np.where(subset, brush[:, 1], brush[:, 0]) else: - if self.pen_colors is None: - palette = self.discrete_palette - n_colors = palette.number_of_colors - c_data = c_data.copy() - c_data[np.isnan(c_data)] = n_colors - c_data = c_data.astype(int) - colors = np.r_[palette.getRGB(np.arange(n_colors)), - [[128, 128, 128]]] - pens = np.array( - [_make_pen(QColor(*col).darker(self.DarkerValue), 1.5) - for col in colors]) - self.pen_colors = pens[c_data] - alpha = self.alpha_value if subset is None else 255 - self.brush_colors = np.array([ - [QBrush(QColor(0, 0, 0, 0)), - QBrush(QColor(col[0], col[1], col[2], alpha))] - for col in colors]) - self.brush_colors = self.brush_colors[c_data] - if subset is not None: - brush = np.where( - subset, - self.brush_colors[:, 1], self.brush_colors[:, 0]) - else: - brush = self.brush_colors[:, 1] - pen = self.pen_colors + brush = brush[:, 1] return pen, brush - def update_colors(self, keep_colors=False): - self.master.update_colors() - self.set_data(self.sparse_to_dense()) - self.update_alpha_value(keep_colors) + def update_colors(self): + """ + Trigger an update of point sizes - def update_alpha_value(self, keep_colors=False): - if self.scatterplot_item: - pen_data, brush_data = self.compute_colors(keep_colors) - pen_data_sel, brush_data_sel = self.compute_colors_sel(keep_colors) - self.scatterplot_item.setPen(pen_data, update=False, mask=None) - self.scatterplot_item.setBrush(brush_data, mask=None) - self.scatterplot_item_sel.setPen(pen_data_sel, update=False, mask=None) - self.scatterplot_item_sel.setBrush(brush_data_sel, mask=None) - if not keep_colors: - self.make_legend() - - if self.should_draw_density(): - self.update_data(self.shown_x, self.shown_y) - elif self.density_img: - self.plot_widget.removeItem(self.density_img) - - def create_labels(self): - for x, y in zip(*self.scatterplot_item.getData()): - ti = TextItem() - self.plot_widget.addItem(ti) - ti.setPos(x, y) - self.labels.append(ti) + The method calls `self.get_colors`, which in turn calls the widget's + `get_color_data` to get the indices in the pallette. `get_colors` + returns a list of pens and brushes to which this method uses to + update the colors. Finally, the method triggets the update of the + legend and the density plot. + """ + if self.scatterplot_item is None: + return + pen_data, brush_data = self.get_colors() + self.scatterplot_item.setPen(pen_data, update=False, mask=None) + self.scatterplot_item.setBrush(brush_data, mask=None) + self.make_legend() + self.update_density() + + update_alpha_value = update_colors + + def update_selection_colors(self): + """ + Trigger an update of selection markers + + This update method is usually not called by the widget but by the + plot, since it is the plot that handles the selections. - def _create_label_column(self): - if self.attr_label in self.data.domain: - label_column = self.data.get_column_view(self.attr_label)[0] + Like other update methods, it calls the corresponding get method + (`get_colors_sel`) which returns a list of pens and brushes. + """ + if self.scatterplot_item_sel is None: + return + pen, brush = self.get_colors_sel() + self.scatterplot_item_sel.setPen(pen, update=False, mask=None) + self.scatterplot_item_sel.setBrush(brush, mask=None) + + def update_density(self): + """ + Remove the existing density plot (if there is one) and replace it + with a new one (if enabled). + + The method gets the colors from the pens of the currently plotted + points. + """ + if self.density_img: + self.plot_widget.removeItem(self.density_img) + if self.scatterplot_item is not None \ + and self.master.can_draw_density() and self.class_density: + [min_x, max_x], [min_y, max_y] = self.view_box.viewRange() + x_data, y_data = self.scatterplot_item.getData() + rgb_data = [pen.color().getRgb()[:3] + for pen in self.scatterplot_item.data['pen']] + self.density_img = classdensity.class_density_image( + min_x, max_x, min_y, max_y, self.resolution, + x_data, y_data, rgb_data) + self.plot_widget.addItem(self.density_img) + else: + self.density_img = None + + def get_colors_sel(self): + """ + Return pens and brushes for selection markers. + + A pen can is set to `Qt.NoPen` if a point is not selected. + + All brushes are completely transparent whites. + + Returns: + (tuple): a list of pens and a list of brushes + """ + nopen = QPen(Qt.NoPen) + if self.selection is None: + pen = [nopen] * self.n_points else: - label_column = self.master.data.get_column_view(self.attr_label)[0] - return label_column[self.data_indices] + sels = np.max(self.selection) + if sels == 1: + pen = np.where( + self.selection, + _make_pen(QColor(255, 190, 0, 255), SELECTION_WIDTH + 1), + nopen) + else: + palette = ColorPaletteGenerator(number_of_colors=sels + 1) + pen = np.choose( + self.selection, + [nopen] + [_make_pen(palette[i], SELECTION_WIDTH + 1) + for i in range(sels)]) + return pen, [QBrush(QColor(255, 255, 255, 0))] * self.n_points + + # Labels + def get_labels(self): + """ + Prepare data for labels for points + The method returns the results of the widget's `get_label_data` + + Returns: + (labels): a sequence of labels + """ + return self.master.get_label_data() def update_labels(self): - if self.attr_label is None or \ - self.label_only_selected and self.selection is None: + """ + Trigger an updaet of labels + + The method calls `get_labels` which in turn calls the widget's + `get_label_data`. The obtained labels are shown if the corresponding + points are selected or if `label_only_selected` is `false`. + """ + if self.label_only_selected and self.selection is None: + label_data = None + else: + label_data = self.get_labels() + if label_data is None: for label in self.labels: label.setText("") return - self.assure_attribute_present(self.attr_label) if not self.labels: - self.create_labels() - label_column = self._create_label_column() - formatter = self.attr_label.str_val - label_data = map(formatter, label_column) + self._create_labels() black = pg.mkColor(0, 0, 0) - selection = self.selection[self.valid_data] if self.selection is not None else [] if self.label_only_selected: for label, text, selected \ - in zip(self.labels, label_data, selection): + in zip(self.labels, label_data, self.selection): label.setText(text if selected else "", black) else: for label, text in zip(self.labels, label_data): label.setText(text, black) - def compute_symbols(self): - self.master.Information.missing_shape.clear() - if self.attr_shape is None: - shape_data = self.CurveSymbols[np.zeros(self.n_points, dtype=int)] + def _create_labels(self): + """ + Create a `TextItem` for each point and store them in `self.labels` + """ + if not self.scatterplot_item: + return + for x, y in zip(*self.scatterplot_item.getData()): + ti = TextItem() + self.plot_widget.addItem(ti) + ti.setPos(x, y) + self.labels.append(ti) + + def update_label_coords(self, x, y): + """ + Update the coordinates of labels + + The method is currently called exclusively be `update_coordinates` + + Args: + x (np.ndarray): x coordinates + y (np.ndarray): y coordinates + """ + if self.label_only_selected: + if self.selection is not None: + for label, selected, xp, yp in zip( + self.labels, self.selection, x, y): + if selected: + label.setPos(xp, yp) else: - shape_data = self._get_data(self.attr_shape) - nans = np.isnan(shape_data) - if np.any(nans): - shape_data[nans] = len(self.CurveSymbols) - 1 - self.master.Information.missing_shape(self.attr_shape) - shape_data = self.CurveSymbols[shape_data.astype(int)] - return shape_data + for label, xp, yp in zip(self.labels, x, y): + label.setPos(xp, yp) + + # Shapes + def get_shapes(self): + """ + Prepare data for shapes of points in the plot + + The method is called by `update_shapes`. It gets the data from + the widget's `get_shape_data`, and then calls its `impute_shapes` + to impute the missing shape (usually with some default shape). + + Returns: + (np.ndarray): an array of symbols (e.g. o, x, + ...) + """ + shape_data = self.master.get_shape_data() + # Data has to be copied so the imputation can change it in-place + # TODO: Try avoiding this when we move imputation to the widget + if shape_data is not None: + shape_data = np.copy(shape_data) + self.master.impute_shapes(shape_data, len(self.CurveSymbols) - 1) + if isinstance(shape_data, np.ndarray): + shape_data = shape_data.astype(int) + else: + shape_data = np.zeros(self.n_points, dtype=int) + return self.CurveSymbols[shape_data] def update_shapes(self): - self.assure_attribute_present(self.attr_shape) + """ + Trigger an update of point symbols + + The method calls `get_shapes` to obtain an array with a symbol + for each point and uses it to update the symbols. + + Finally, the method updates the legend. + """ if self.scatterplot_item: - shape_data = self.compute_symbols() + shape_data = self.get_shapes() self.scatterplot_item.setSymbol(shape_data) self.make_legend() - def assure_attribute_present(self, attr): - if self.data is not None and attr not in self.data.domain: - self.set_data(self.sparse_to_dense()) - def update_grid(self): + """Show or hide the grid""" self.plot_widget.showGrid(x=self.show_grid, y=self.show_grid) def update_legend(self): + """Show or hide the legend""" if self.legend: self.legend.setVisible(self.show_legend) def create_legend(self): + """Create a legend""" self.legend = LegendItem() self.legend.setParentItem(self.plot_widget.getViewBox()) self.legend.restoreAnchor(self.__legend_anchor) def remove_legend(self): + """Remove the legend and reset its position""" if self.legend: anchor = legend_anchor_pos(self.legend) if anchor is not None: @@ -1075,46 +1107,67 @@ def remove_legend(self): self.color_legend = None def make_legend(self): + """Create the color and shape legends""" self.remove_legend() - self.make_color_legend() - self.make_shape_legend() + if not self.legend: + self.create_legend() + self._make_color_legend() + self._make_shape_legend() self.update_legend() - def make_color_legend(self): - if self.attr_color is None: - return - use_shape = self.attr_shape == self.get_color() - if self.attr_color.is_discrete: - if not self.legend: - self.create_legend() - palette = self.discrete_palette - for i, value in enumerate(self._get_values(self.attr_color)): - color = QColor(*palette.getRGB(i)) + def _make_color_legend(self): + """ + Adds items representing the colors to the legend + + - If the legend is continuous (which is checked by calling the + widget's `is_continuous_color`), the legend is a colored strip. + - Otherwise, if the same attribute is used for shape and color + (which is checked by the widget's method `combined_legend`), + this method returns a legend with different shapes in shown + in the corresponding color. + - Otherwise, a normal legend for colors is created. + """ + if self.master.is_continuous_color(): + if not self.scale: + return + legend = self.color_legend = LegendItem() + legend.setParentItem(self.plot_widget.getViewBox()) + legend.restoreAnchor(self.__color_legend_anchor) + + label = PaletteItemSample(self.palette, self.scale) + legend.addItem(label, "") + legend.setGeometry(label.boundingRect()) + else: + labels = self.master.get_color_labels() + if not labels or not self.palette: + return + use_shape = self.master.combined_legend() + for i, value in enumerate(labels): + color = QColor(*self.palette.getRGB(i)) pen = _make_pen(color.darker(self.DarkerValue), 1.5) - color.setAlpha(self.alpha_value if self.subset_indices is None else 255) + color.setAlpha(255 if self.subset_is_shown else self.alpha_value) brush = QBrush(color) self.legend.addItem( ScatterPlotItem( pen=pen, brush=brush, size=10, symbol=self.CurveSymbols[i] if use_shape else "o"), escape(value)) - else: - legend = self.color_legend = LegendItem() - legend.setParentItem(self.plot_widget.getViewBox()) - legend.restoreAnchor(self.__color_legend_anchor) - label = PaletteItemSample(self.continuous_palette, self.scale) - legend.addItem(label, "") - legend.setGeometry(label.boundingRect()) + def _make_shape_legend(self): + """ + Adds items representing the shapes to the legend - def make_shape_legend(self): - if self.attr_shape is None or self.attr_shape == self.get_color(): + If the color and shape legends are combined (checked by the widget's + method `combined_legends`), this method does nothing. + """ + if self.master.combined_legend(): + return + labels = self.master.get_shape_labels() + if labels is None: return - if not self.legend: - self.create_legend() color = QColor(0, 0, 0) color.setAlpha(self.alpha_value) - for i, value in enumerate(self._get_values(self.attr_shape)): + for i, value in enumerate(labels): self.legend.addItem( ScatterPlotItem(pen=color, brush=color, size=10, symbol=self.CurveSymbols[i]), escape(value)) @@ -1132,8 +1185,7 @@ def select_button_clicked(self): self.plot_widget.getViewBox().RectMode) def reset_button_clicked(self): - self.update_data(self.shown_x, self.shown_y, reset_view=True) # also redraw density image - # self.view_box.autoRange() + self.plot_widget.getViewBox().autoRange() def select_by_click(self, _, points): if self.scatterplot_item is not None: @@ -1146,19 +1198,26 @@ def select_by_rectangle(self, value_rect): if value_rect.contains(QPointF(point.pos()))] self.select(points) + def select_by_index(self, indices): + if self.scatterplot_item is not None: + points = [point for point in self.scatterplot_item.points() + if point.data() in indices] + self.select(points) + def unselect_all(self): self.selection = None - self.update_colors(keep_colors=True) + self.select([]) + self.update_selection_colors() if self.label_only_selected: self.update_labels() self.master.selection_changed() def select(self, points): # noinspection PyArgumentList - if self.data is None: + if self.n_points == 0: return if self.selection is None: - self.selection = np.zeros(len(self.data), dtype=np.uint8) + self.selection = np.zeros(self.n_points, dtype=np.uint8) indices = [p.data() for p in points] keys = QApplication.keyboardModifiers() # Remove from selection @@ -1172,9 +1231,9 @@ def select(self, points): self.selection[indices] = np.max(self.selection) + 1 # No modifiers: new selection else: - self.selection = np.zeros(len(self.data), dtype=np.uint8) + self.selection = np.zeros(self.n_points, dtype=np.uint8) self.selection[indices] = 1 - self.update_colors(keep_colors=True) + self.update_selection_colors() if self.label_only_selected: self.update_labels() self.master.selection_changed() @@ -1185,65 +1244,16 @@ def get_selection(self): else: return np.flatnonzero(self.selection) - def set_palette(self, p): - self.plot_widget.setPalette(p) - - def save_to_file(self, size): - pass - def help_event(self, event): + """ + Create a `QToolTip` for the point hovered by the mouse + """ if self.scatterplot_item is None: return False - - domain = self.data.domain - PARTS = (("Class", "Classes", 4, domain.class_vars), - ("Meta", "Metas", 4, domain.metas), - ("Feature", "Features", 10, domain.attributes)) - - def format_val(var, point_data, bold=False): - text = escape('{} = {}'.format(var.name, point_data[var])) - if bold: - text = "{}".format(text) - return text - - def show_part(point_data, singular, plural, max_shown, vars): - cols = [format_val(var, point_data) - for var in vars[:max_shown + 2] - if vars == domain.class_vars - or var not in (self.shown_x, self.shown_y)][:max_shown] - if not cols: - return "" - n_vars = len(vars) - if n_vars > max_shown: - cols[-1] = "... and {} others".format(n_vars - max_shown + 1) - return \ - "
    {}:
    ".format(singular if n_vars < 2 - else plural) \ - + "
    ".join(cols) - - def point_data(p): - point_data = self.data[p.data()] - text = "
    ".join( - format_val(var, point_data, bold=self.tooltip_shows_all) - for var in (self.shown_x, self.shown_y)) - if self.tooltip_shows_all: - text += "
    " + \ - "".join(show_part(point_data, *columns) - for columns in PARTS) - return text - act_pos = self.scatterplot_item.mapFromScene(event.scenePos()) - points = self.scatterplot_item.pointsAt(act_pos) - - if len(points): - if len(points) > MAX_POINTS_IN_TOOLTIP: - text = "{} instances
    {}
    ...".format( - len(points), - "
    ".join(point_data(point) for point in points[:MAX_POINTS_IN_TOOLTIP]) - ) - else: - text = "
    ".join(point_data(point) for point in points) - + point_data = [p.data() for p in self.scatterplot_item.pointsAt(act_pos)] + text = self.master.get_tooltip(point_data) + if text: QToolTip.showText(event.screenPos(), text, widget=self.plot_widget) return True else: @@ -1264,40 +1274,352 @@ def box_zoom_select(self, parent): buttons[g.ZoomReset].clicked.connect(self.reset_button_clicked) return box_zoom_select - def zoom_actions(self, parent): - def zoom(s): - """ - Zoom in/out by factor `s`. - scaleBy scales the view's bounds (the axis range) - """ - self.view_box.scaleBy((1 / s, 1 / s)) - def fit_to_view(): - self.viewbox.autoRange() +class HelpEventDelegate(EventDelegate): + def __init__(self, delegate, parent=None): + super().__init__(delegate, parent) + warnings.warn("HelpEventDelegate class has been deprecated since 3.17." + " Use Orange.widgets.visualize.utils.plotutils." + "HelpEventDelegate instead.", OrangeDeprecationWarning) - zoom_in = QAction( - "Zoom in", parent, triggered=lambda: zoom(1.25) - ) - zoom_in.setShortcuts([QKeySequence(QKeySequence.ZoomIn), - QKeySequence(parent.tr("Ctrl+="))]) - zoom_out = QAction( - "Zoom out", parent, shortcut=QKeySequence.ZoomOut, - triggered=lambda: zoom(1 / 1.25) - ) - zoom_fit = QAction( - "Fit in view", parent, - shortcut=QKeySequence(Qt.ControlModifier | Qt.Key_0), - triggered=fit_to_view - ) - parent.addActions([zoom_in, zoom_out, zoom_fit]) -class HelpEventDelegate(QObject): #also used by owdistributions - def __init__(self, delegate, parent=None): - super().__init__(parent) - self.delegate = delegate +class OWProjectionWidget(OWWidget): + """ + Base widget for widgets that use attribute data to set the colors, labels, + shapes and sizes of points. + + The widgets defines settings `attr_color`, `attr_label`, `attr_shape` + and `attr_size`, but leaves defining the gui to the derived widgets. + These are expected to have controls that manipulate these settings, + and the controls are expected to use attribute models. + + The widgets also defines attributes `data` and `valid_data` and expects + the derived widgets to use them to store an instances of `data.Table` + and a bool `np.ndarray` with indicators of valid (that is, shown) + data points. + """ + attr_color = ContextSetting(None, required=ContextSetting.OPTIONAL) + attr_label = ContextSetting(None, required=ContextSetting.OPTIONAL) + attr_shape = ContextSetting(None, required=ContextSetting.OPTIONAL) + attr_size = ContextSetting(None, required=ContextSetting.OPTIONAL) + + class Information(OWWidget.Information): + missing_size = Msg( + "Points with undefined '{}' are shown in smaller size") + missing_shape = Msg( + "Points with undefined '{}' are shown as crossed circles") + + def __init__(self): + super().__init__() + self.data = None + self.valid_data = None + + self.set_palette() + + def init_attr_values(self): + """ + Set the models for `attr_color`, `attr_shape`, `attr_size` and + `attr_label`. All values are set to `None`, except `attr_color` + which is set to the class variable if it exists. + """ + data = self.data + domain = data.domain if data and len(data) else None + for attr in ("attr_color", "attr_shape", "attr_size", "attr_label"): + getattr(self.controls, attr).model().set_domain(domain) + setattr(self, attr, None) + if domain is not None: + self.attr_color = domain.class_var + + def get_coordinates_data(self): + """A get coordinated method that returns no coordinates. + + Derived classes must override this method. + """ + return None, None + + def get_subset_mask(self): + """ + Return the bool array indicating the points in the subset + + The base method does nothing and would usually be overridden by + a method that returns indicators from the subset signal. + + Do not confuse the subset with selection. + + Returns: + (np.ndarray or `None`): a bool array of indicators + """ + return None + + @staticmethod + def __get_overlap_groups(x, y): + coord_to_id = defaultdict(list) + for i, xy in enumerate(zip(x, y)): + coord_to_id[xy].append(i) + return coord_to_id + + def get_column(self, attr, filter_valid=True, + merge_infrequent=False, return_labels=False): + """ + Retrieve the data from the given column in the data table + + The method: + - densifies sparse data, + - converts arrays with dtype object to floats if the attribute is + actually primitive, + - filters out invalid data (if `filter_valid` is `True`), + - merges infrequent (discrete) values into a single value + (if `merge_infrequent` is `True`). + + Tha latter feature is used for shapes and labels, where only a + set number (`MAX`) of different values is shown, and others are + merged into category 'Other'. In this case, the method may return + either the data (e.g. color indices, shape indices) or the list + of retained values, followed by `['Other']`. + + Args: + attr (:obj:~Orange.data.Variable): the column to extract + filter_valid (bool): filter out invalid data (default: `True`) + merge_infrequent (bool): merge infrequent values (default: `False`) + return_labels (bool): return a list of labels instead of data + (default: `False`) + + Returns: + (np.ndarray): (valid) data from the column, or a list of labels + """ + if attr is None: + return None + all_data = self.data.get_column_view(attr)[0] + if sp.issparse(all_data): + all_data = all_data.toDense() # TODO -- just guessing; fix this! + elif all_data.dtype == object and attr.is_primitive(): + all_data = all_data.astype(float) + if filter_valid and self.valid_data is not None: + all_data = all_data[self.valid_data] + if not merge_infrequent or attr.is_continuous \ + or len(attr.values) <= MAX: + return attr.values if return_labels else all_data + dist = bincount(all_data, max_val=len(attr.values) - 1) + infrequent = np.zeros(len(attr.values), dtype=bool) + infrequent[np.argsort(dist[0])[:-(MAX-1)]] = True + # If discrete variable has more than maximium allowed values, + # less used values are joined as "Other" + if return_labels: + return [value for value, infreq in zip(attr.values, infrequent) + if not infreq] + ["Other"] + else: + result = all_data.copy() + freq_vals = [i for i, f in enumerate(infrequent) if not f] + for i, f in enumerate(infrequent): + result[all_data == i] = MAX - 1 if f else freq_vals.index(i) + return result + + # Sizes + def get_size_data(self): + """Return the column corresponding to `attr_size`""" + if self.attr_size == OWPlotGUI.SizeByOverlap: + x, y = self.get_coordinates_data() + coord_to_id = self.__get_overlap_groups(x, y) + overlaps = [len(coord_to_id[xy]) for xy in zip(x, y)] + return [1 + log2(o) for o in overlaps] + return self.get_column(self.attr_size) + + def impute_sizes(self, size_data): + """ + Default imputation for size data - def eventFilter(self, obj, event): - if event.type() == QEvent.GraphicsSceneHelp: - return self.delegate(event) + Missing values are replaced by `MinShapeSize - 2`. Imputation is + done in place. + + Args: + size_data (np.ndarray): scaled points sizes + """ + nans = np.isnan(size_data) + if np.any(nans): + size_data[nans] = self.graph.MinShapeSize - 2 + self.Information.missing_size(self.attr_size) else: - return False + self.Information.missing_size.clear() + + def sizes_changed(self): + self.graph.update_sizes() + self.graph.update_colors() + + # Colors + def get_color_data(self): + """Return the column corresponding to color data""" + colors = self.get_column(self.attr_color, merge_infrequent=True) + if self.attr_size == OWPlotGUI.SizeByOverlap: + # color overlapping points by most frequent color + x, y = self.get_coordinates_data() + coord_to_id = self.__get_overlap_groups(x, y) + majority_colors = np.empty(len(x)) + for i, xy in enumerate(zip(x, y)): + cnt = Counter(colors[j] for j in coord_to_id[xy]) + majority_colors[i] = cnt.most_common(1)[0][0] + return majority_colors + return colors + + def get_color_labels(self): + """ + Return labels for the color legend + + Returns: + (list of str): labels + """ + return self.get_column(self.attr_color, merge_infrequent=True, + return_labels=True) + + + def is_continuous_color(self): + """ + Tells whether the color is continuous + + Returns: + (bool): + """ + return self.attr_color is not None and self.attr_color.is_continuous + + def set_palette(self): + """ + Set the graph palette suitable for the current `attr_color` + + This method is invoked by the plot's `get_data` and must be overridden + if the widget offers coloring that is not based on attribute values. + """ + if self.attr_color is None: + self.graph.palette = None + return + colors = self.attr_color.colors + if self.attr_color.is_discrete: + self.graph.palette = ColorPaletteGenerator( + number_of_colors=min(len(colors), MAX), + rgb_colors=colors if len(colors) <= MAX + else DefaultRGBColors) + else: + self.graph.palette = ContinuousPaletteGenerator(*colors) + + def can_draw_density(self): + """ + Tells whether the current data and settings are suitable for drawing + densities + + Returns: + (bool): + """ + return self.data is not None and \ + self.data.domain is not None and \ + len(self.data) > 1 and \ + self.attr_color is not None + + def colors_changed(self): + self.graph.update_colors() + + # Labels + def get_label_data(self, formatter=None): + """Return the column corresponding to label data""" + if self.attr_label: + label_data = self.get_column(self.attr_label) + return map(formatter or self.attr_label.str_val, label_data) + + def labels_changed(self): + self.graph.update_labels() + + # Shapes + def get_shape_data(self): + """ + Return labels for the shape legend + + Returns: + (list of str): labels + """ + return self.get_column(self.attr_shape, merge_infrequent=True) + + def get_shape_labels(self): + return self.get_column(self.attr_shape, merge_infrequent=True, + return_labels=True) + + def impute_shapes(self, shape_data, default_symbol): + """ + Default imputation for shape data + + Missing values are replaced by `default_symbol`. Imputation is + done in place. + + Args: + shape_data (np.ndarray): scaled points sizes + default_symbol (str): a string representing the symbol + """ + if shape_data is None: + return 0 + nans = np.isnan(shape_data) + if np.any(nans): + shape_data[nans] = default_symbol + self.Information.missing_shape(self.attr_shape) + else: + self.Information.missing_shape.clear() + return shape_data + + def shapes_changed(self): + self.graph.update_shapes() + + # Tooltip + def _point_tooltip(self, point_id, skip_attrs=()): + def show_part(point_data, singular, plural, max_shown, vars): + cols = [escape('{} = {}'.format(var.name, point_data[var])) + for var in vars[:max_shown + 2] + if vars == domain.class_vars + or var not in skip_attrs][:max_shown] + if not cols: + return "" + n_vars = len(vars) + if n_vars > max_shown: + cols[-1] = "... and {} others".format(n_vars - max_shown + 1) + return \ + "{}:
    ".format(singular if n_vars < 2 else plural) \ + + "
    ".join(cols) + + domain = self.data.domain + parts = (("Class", "Classes", 4, domain.class_vars), + ("Meta", "Metas", 4, domain.metas), + ("Feature", "Features", 10, domain.attributes)) + + point_data = self.data[point_id] + return "
    ".join(show_part(point_data, *columns) + for columns in parts) + + def get_tooltip(self, point_ids): + """ + Return the tooltip string for the given points + + The method is called by the plot on mouse hover + + Args: + point_ids (list): indices into `data` + + Returns: + (str): + """ + text = "
    ".join(self._point_tooltip(point_id) + for point_id in point_ids[:MAX_POINTS_IN_TOOLTIP]) + if len(point_ids) > MAX_POINTS_IN_TOOLTIP: + text = "{} instances
    {}
    ...".format(len(point_ids), text) + return text + + def keyPressEvent(self, event): + """Update the tip about using the modifier keys when selecting""" + super().keyPressEvent(event) + self.graph.update_tooltip(event.modifiers()) + + def keyReleaseEvent(self, event): + """Update the tip about using the modifier keys when selecting""" + super().keyReleaseEvent(event) + self.graph.update_tooltip(event.modifiers()) + + # Legend + def combined_legend(self): + """Tells whether the shape and color legends are combined into one""" + return self.attr_shape == self.attr_color + + def sizeHint(self): + return QSize(1132, 708) diff --git a/Orange/widgets/visualize/owscatterplotgraph_obsolete.py b/Orange/widgets/visualize/owscatterplotgraph_obsolete.py new file mode 100644 index 00000000000..72def4f1c51 --- /dev/null +++ b/Orange/widgets/visualize/owscatterplotgraph_obsolete.py @@ -0,0 +1,1506 @@ +# pylint: skip-file +from itertools import chain + + +from Orange.data import Domain +from Orange.statistics.basic_stats import DomainBasicStats +from Orange.widgets.utils.datacaching import getCached, setCached + +from collections import Counter, defaultdict +import sys +import itertools +from xml.sax.saxutils import escape +from math import log2, log10, floor, ceil + +import numpy as np +from scipy.stats import linregress + +from AnyQt.QtCore import Qt, QObject, QEvent, QRectF, QPointF, QSize +from AnyQt.QtGui import ( + QStaticText, QColor, QPen, QBrush, QPainterPath, QTransform, QPainter, QKeySequence) +from AnyQt.QtWidgets import QApplication, QToolTip, QPinchGesture, \ + QGraphicsTextItem, QGraphicsRectItem, QAction + +import pyqtgraph as pg +from pyqtgraph.graphicsItems.ViewBox import ViewBox +import pyqtgraph.graphicsItems.ScatterPlotItem +from pyqtgraph.graphicsItems.LegendItem import LegendItem, ItemSample +from pyqtgraph.graphicsItems.ScatterPlotItem import ScatterPlotItem +from pyqtgraph.graphicsItems.TextItem import TextItem +from pyqtgraph.graphicsItems.InfiniteLine import InfiniteLine +from pyqtgraph.Point import Point + +from Orange.widgets import gui +from Orange.widgets.utils import classdensity, get_variable_values_sorted +from Orange.widgets.utils.colorpalette import (ColorPaletteGenerator, + ContinuousPaletteGenerator, DefaultRGBColors) +from Orange.widgets.utils.plot import \ + OWPalette, SELECT, PANNING, ZOOMING +from Orange.widgets.utils.plot.owplotgui_obsolete import OWPlotGUI +from Orange.widgets.settings import Setting, ContextSetting + + +class ScaleData: + jitter_size = Setting(10) + jitter_continuous = Setting(False) + + def _reset_data(self): + self.domain = None + self.data = None # as Orange Table + self.scaled_data = None # in [0, 1] + self.jittered_data = None + self.attr_values = {} + self.domain_data_stat = {} + self.valid_data_array = None + self.attribute_flip_info = {} # dictionary with attr: 0/1 if flipped + self.jitter_seed = 0 + + def __init__(self): + self._reset_data() + + def rescale_data(self): + self._compute_jittered_data() + + def _compute_domain_data_stat(self): + stt = self.domain_data_stat = \ + getCached(self.data, DomainBasicStats, (self.data, True)) + domain = self.domain + for attr in chain(domain.variables, domain.metas): + if attr.is_discrete: + self.attr_values[attr] = [0, len(attr.values)] + elif attr.is_continuous: + self.attr_values[attr] = [stt[attr].min, stt[attr].max] + + def _compute_scaled_data(self): + data = self.data + # We cache scaled_data and validArray to share them between widgets + cached = getCached(data, "visualizationData") + if cached: + self.data, self.scaled_data, self.valid_data_array = cached + return + + Y = data.Y if data.Y.ndim == 2 else np.atleast_2d(data.Y).T + all_data = np.hstack((data.X, Y, data.metas)).T + self.scaled_data = self.data.copy() + self.valid_data_array = np.isfinite(all_data) + domain = self.domain + for attr in chain(domain.attributes, domain.class_vars, domain.metas): + c = self.scaled_data.get_column_view(attr)[0] + if attr.is_discrete: + c += 0.5 + c /= len(attr.values) + else: + dstat = self.domain_data_stat[attr] + c -= dstat.min + if dstat.max != dstat.min: + c /= dstat.max - dstat.min + setCached(data, "visualizationData", + (self.data, self.scaled_data, self.valid_data_array)) + + def _compute_jittered_data(self): + data = self.data + self.jittered_data = self.scaled_data.copy() + random = np.random.RandomState(seed=self.jitter_seed) + domain = self.domain + for attr in chain(domain.variables, domain.metas): + # Need to use a different seed for each feature + if attr.is_discrete: + off = self.jitter_size / (25 * max(1, len(attr.values))) + elif attr.is_continuous and self.jitter_continuous: + off = self.jitter_size / 25 + else: + continue + col = self.jittered_data.get_column_view(attr)[0] + col += random.uniform(-off, off, len(data)) + # fix values outside [0, 1] + col = np.absolute(col) + + above_1 = col > 1 + col[above_1] = 2 - col[above_1] + + # noinspection PyAttributeOutsideInit + def set_data(self, data, *, no_data=False): + self._reset_data() + if data is None: + return + + domain = data.domain + new_domain = Domain(attributes=domain.attributes, + class_vars=domain.class_vars, + metas=tuple(v for v in domain.metas if v.is_primitive())) + self.data = data.transform(new_domain) + self.data.metas = self.data.metas.astype(float) + self.domain = self.data.domain + self.attribute_flip_info = {} + if not no_data: + self._compute_domain_data_stat() + self._compute_scaled_data() + self._compute_jittered_data() + + def flip_attribute(self, attr): + if attr.is_discrete: + return 0 + self.attribute_flip_info[attr] = 1 - self.attribute_flip_info.get(attr, 0) + if attr.is_continuous: + self.attr_values[attr] = [-self.attr_values[attr][1], + -self.attr_values[attr][0]] + col = self.jittered_data.get_column_view(attr)[0] + col *= -1 + col += 1 + col = self.scaled_data.get_column_view(attr)[0] + col *= -1 + col += 1 + return 1 + + def get_valid_list(self, attrs): + """ + Get array of 0 and 1 of len = len(self.data). If there is a missing + value at any attribute in indices return 0 for that instance. + """ + if self.valid_data_array is None or len(self.valid_data_array) == 0: + return np.array([], np.bool) + domain = self.domain + indices = [] + for index, attr in enumerate(chain(domain.variables, domain.metas)): + if attr in attrs: + indices.append(index) + return np.all(self.valid_data_array[indices], axis=0) + + def get_valid_indices(self, attrs): + """ + Get array with numbers that represent the instance indices that have a + valid data value. + """ + valid_list = self.get_valid_list(attrs) + return np.nonzero(valid_list)[0] + + +class ScaleScatterPlotData(ScaleData): + def get_xy_data_positions(self, attr_x, attr_y, filter_valid=False, + copy=True): + """ + Create x-y projection of attributes in attrlist. + + """ + jit = self.jittered_data + if filter_valid is True: + filter_valid = self.get_valid_list([attr_x, attr_y]) + if isinstance(filter_valid, np.ndarray): + data_x = jit.get_column_view(attr_x)[0][filter_valid] + data_y = jit.get_column_view(attr_y)[0][filter_valid] + elif copy: + data_x = jit.get_column_view(attr_x)[0].copy() + data_y = jit.get_column_view(attr_y)[0].copy() + else: + data_x = jit.get_column_view(attr_x)[0] + data_y = jit.get_column_view(attr_y)[0] + + if attr_x.is_discrete: + data_x *= len(attr_x.values) + data_x -= 0.5 + else: + data_x *= self.attr_values[attr_x][1] - self.attr_values[attr_x][0] + data_x += float(self.attr_values[attr_x][0]) + if attr_y.is_discrete: + data_y *= len(attr_y.values) + data_y -= 0.5 + else: + data_y *= self.attr_values[attr_y][1] - self.attr_values[attr_y][0] + data_y += float(self.attr_values[attr_y][0]) + return data_x, data_y + + getXYDataPositions = get_xy_data_positions + + +SELECTION_WIDTH = 5 +MAX = 11 # maximum number of colors or shapes (including Other) +MAX_POINTS_IN_TOOLTIP = 5 + + +class PaletteItemSample(ItemSample): + """A color strip to insert into legends for discretized continuous values""" + + def __init__(self, palette, scale): + """ + :param palette: palette used for showing continuous values + :type palette: ContinuousPaletteGenerator + :param scale: an instance of DiscretizedScale that defines the + conversion of values into bins + :type scale: DiscretizedScale + """ + super().__init__(None) + self.palette = palette + self.scale = scale + cuts = ["{0:.{1}f}".format(scale.offset + i * scale.width, scale.decimals) + for i in range(scale.bins + 1)] + self.labels = [QStaticText("{} - {}".format(fr, to)) + for fr, to in zip(cuts, cuts[1:])] + for label in self.labels: + label.prepare() + self.text_width = max(label.size().width() for label in self.labels) + + def boundingRect(self): + return QRectF(0, 0, 40 + self.text_width, 20 + self.scale.bins * 15) + + def paint(self, p, *args): + p.setRenderHint(p.Antialiasing) + scale = self.scale + palette = self.palette + font = p.font() + font.setPixelSize(11) + p.setFont(font) + for i, label in enumerate(self.labels): + color = QColor(*palette.getRGB((i + 0.5) / scale.bins)) + p.setPen(Qt.NoPen) + p.setBrush(QBrush(color)) + p.drawRect(0, i * 15, 15, 15) + p.setPen(QPen(Qt.black)) + p.drawStaticText(20, i * 15 + 1, label) + + +class LegendItem(LegendItem): + def __init__(self, size=None, offset=None, pen=None, brush=None): + super().__init__(size, offset) + + self.layout.setContentsMargins(5, 5, 5, 5) + self.layout.setHorizontalSpacing(15) + self.layout.setColumnAlignment(1, Qt.AlignLeft | Qt.AlignVCenter) + + if pen is None: + pen = QPen(QColor(196, 197, 193, 200), 1) + pen.setCosmetic(True) + self.__pen = pen + + if brush is None: + brush = QBrush(QColor(232, 232, 232, 100)) + self.__brush = brush + + def storeAnchor(self): + """ + Return the current relative anchor position (relative to the parent) + """ + anchor = legend_anchor_pos(self) + if anchor is None: + anchor = ((1, 0), (1, 0)) + return anchor + + def restoreAnchor(self, anchors): + """ + Restore (parent) relative position from stored anchors. + + The restored position is within the parent bounds. + """ + anchor, parentanchor = anchors + self.anchor(*bound_anchor_pos(anchor, parentanchor)) + + def setPen(self, pen): + """Set the legend frame pen.""" + pen = QPen(pen) + if pen != self.__pen: + self.prepareGeometryChange() + self.__pen = pen + self.updateGeometry() + + def pen(self): + """Pen used to draw the legend frame.""" + return QPen(self.__pen) + + def setBrush(self, brush): + """Set background brush""" + brush = QBrush(brush) + if brush != self.__brush: + self.__brush = brush + self.update() + + def brush(self): + """Background brush.""" + return QBrush(self._brush) + + def paint(self, painter, option, widget=None): + painter.setPen(self.__pen) + painter.setBrush(self.__brush) + rect = self.contentsRect() + painter.drawRoundedRect(rect, 2, 2) + + def addItem(self, item, name): + super().addItem(item, name) + # Fix-up the label alignment + _, label = self.items[-1] + label.setText(name, justify="left") + + def clear(self): + """ + Clear all legend items. + """ + items = list(self.items) + self.items = [] + for sample, label in items: + self.layout.removeItem(sample) + self.layout.removeItem(label) + sample.hide() + label.hide() + + self.updateSize() + + +ANCHORS = { + Qt.TopLeftCorner: (0, 0), + Qt.TopRightCorner: (1, 0), + Qt.BottomLeftCorner: (0, 1), + Qt.BottomRightCorner: (1, 1) +} + + +def corner_anchor(corner): + """Return the relative corner coordinates for Qt.Corner + """ + return ANCHORS[corner] + + +def legend_anchor_pos(legend): + """ + Return the legend's anchor positions relative to it's parent (if defined). + + Return `None` if legend does not have a parent or the parent's size + is empty. + + .. seealso:: LegendItem.anchor, rect_anchor_pos + + """ + parent = legend.parentItem() + if parent is None or parent.size().isEmpty(): + return None + + rect = legend.geometry() # in parent coordinates. + parent_rect = QRectF(QPointF(0, 0), parent.size()) + + # Find the closest corner of rect to parent rect + c1, _, *parentPos = rect_anchor_pos(rect, parent_rect) + return corner_anchor(c1), tuple(parentPos) + + +def bound_anchor_pos(corner, parentpos): + corner = np.clip(corner, 0, 1) + parentpos = np.clip(parentpos, 0, 1) + + irx, iry = corner + prx, pry = parentpos + + if irx > 0.9 and prx < 0.1: + irx = prx = 0.0 + if iry > 0.9 and pry < 0.1: + iry = pry = 0.0 + if irx < 0.1 and prx > 0.9: + irx = prx = 1.0 + if iry < 0.1 and pry > 0.9: + iry = pry = 1.0 + return (irx, iry), (prx, pry) + + +def rect_anchor_pos(rect, parent_rect): + """ + Find the 'best' anchor corners of rect within parent_rect. + + Return a tuple of (rect_corner, parent_corner, rx, ry), + where rect/parent_corners are Qt.Corners which are closest and + rx, ry are the relative positions of the rect_corner within + parent_rect. If the parent_rect is empty return `None`. + + """ + if parent_rect.isEmpty(): + return None + + # Find the closest corner of rect to parent rect + corners = (Qt.TopLeftCorner, Qt.TopRightCorner, + Qt.BottomRightCorner, Qt.BottomLeftCorner) + + def rect_corner(rect, corner): + if corner == Qt.TopLeftCorner: + return rect.topLeft() + elif corner == Qt.TopRightCorner: + return rect.topRight() + elif corner == Qt.BottomLeftCorner: + return rect.bottomLeft() + elif corner == Qt.BottomRightCorner: + return rect.bottomRight() + else: + assert False + + def corner_dist(c1, c2): + d = (rect_corner(rect, c1) - rect_corner(parent_rect, c2)) + return d.x() ** 2 + d.y() ** 2 + + if parent_rect.contains(rect): + closest = min(corners, + key=lambda corner: corner_dist(corner, corner)) + p = rect_corner(rect, closest) + + return (closest, closest, + (p.x() - parent_rect.left()) / parent_rect.width(), + (p.y() - parent_rect.top()) / parent_rect.height()) + else: + + c1, c2 = min(itertools.product(corners, corners), + key=lambda pair: corner_dist(*pair)) + + p = rect_corner(rect, c1) + + return (c1, c2, + (p.x() - parent_rect.left()) / parent_rect.width(), + (p.y() - parent_rect.top()) / parent_rect.height()) + + +class DiscretizedScale: + """ + Compute suitable bins for continuous value from its minimal and + maximal value. + + The width of the bin is a power of 10 (including negative powers). + The minimal value is rounded up and the maximal is rounded down. If this + gives less than 3 bins, the width is divided by four; if it gives + less than 6, it is halved. + + .. attribute:: offset + The start of the first bin. + + .. attribute:: width + The width of the bins + + .. attribute:: bins + The number of bins + + .. attribute:: decimals + The number of decimals used for printing out the boundaries + """ + def __init__(self, min_v, max_v): + """ + :param min_v: Minimal value + :type min_v: float + :param max_v: Maximal value + :type max_v: float + """ + super().__init__() + dif = max_v - min_v if max_v != min_v else 1 + if np.isnan(dif): + min_v = 0 + dif = decimals = 1 + else: + decimals = -floor(log10(dif)) + resolution = 10 ** -decimals + bins = ceil(dif / resolution) + if bins < 6: + decimals += 1 + if bins < 3: + resolution /= 4 + else: + resolution /= 2 + bins = ceil(dif / resolution) + self.offset = resolution * floor(min_v // resolution) + self.bins = bins + self.decimals = max(decimals, 0) + self.width = resolution + + def compute_bins(self, a): + """ + Compute bin number(s) for the given value(s). + + :param a: value(s) + :type a: a number or numpy.ndarray + """ + a = (a - self.offset) / self.width + if isinstance(a, np.ndarray): + a.clip(0, self.bins - 1) + else: + a = min(self.bins - 1, max(0, a)) + return a + + +class InteractiveViewBox(ViewBox): + def __init__(self, graph, enable_menu=False): + self.init_history() + ViewBox.__init__(self, enableMenu=enable_menu) + self.graph = graph + self.setMouseMode(self.PanMode) + self.grabGesture(Qt.PinchGesture) + + def _dragtip_pos(self): + return 10, self.height() + + def safe_update_scale_box(self, buttonDownPos, currentPos): + x, y = currentPos + if buttonDownPos[0] == x: + x += 1 + if buttonDownPos[1] == y: + y += 1 + self.updateScaleBox(buttonDownPos, Point(x, y)) + + # noinspection PyPep8Naming,PyMethodOverriding + def mouseDragEvent(self, ev, axis=None): + if self.graph.state == SELECT and axis is None: + ev.accept() + pos = ev.pos() + if ev.button() == Qt.LeftButton: + self.safe_update_scale_box(ev.buttonDownPos(), ev.pos()) + scene = self.scene() + dragtip = scene.drag_tooltip + if ev.isFinish(): + dragtip.hide() + self.rbScaleBox.hide() + pixel_rect = QRectF(ev.buttonDownPos(ev.button()), pos) + value_rect = self.childGroup.mapRectFromParent(pixel_rect) + self.graph.select_by_rectangle(value_rect) + else: + dragtip.setPos(*self._dragtip_pos()) + dragtip.show() # although possibly already shown + self.safe_update_scale_box(ev.buttonDownPos(), ev.pos()) + elif self.graph.state == ZOOMING or self.graph.state == PANNING: + ev.ignore() + super().mouseDragEvent(ev, axis=axis) + else: + ev.ignore() + + def updateAutoRange(self): + # indirectly called by the autorange button on the graph + super().updateAutoRange() + self.tag_history() + + def tag_history(self): + #add current view to history if it differs from the last view + if self.axHistory: + currentview = self.viewRect() + lastview = self.axHistory[self.axHistoryPointer] + inters = currentview & lastview + united = currentview.united(lastview) + if inters.width()*inters.height()/(united.width()*united.height()) > 0.95: + return + self.axHistoryPointer += 1 + self.axHistory = self.axHistory[:self.axHistoryPointer] + \ + [self.viewRect()] + + def init_history(self): + self.axHistory = [] + self.axHistoryPointer = -1 + + def autoRange(self, padding=None, items=None, item=None): + super().autoRange(padding=padding, items=items, item=item) + self.tag_history() + + def suggestPadding(self, axis): #no padding so that undo works correcty + return 0. + + def scaleHistory(self, d): + self.tag_history() + super().scaleHistory(d) + + def mouseClickEvent(self, ev): + if ev.button() == Qt.RightButton: # undo zoom + self.scaleHistory(-1) + else: + ev.accept() + self.graph.unselect_all() + + def sceneEvent(self, event): + if event.type() == QEvent.Gesture: + return self.gestureEvent(event) + return super().sceneEvent(event) + + def gestureEvent(self, event): + gesture = event.gesture(Qt.PinchGesture) + if gesture.state() == Qt.GestureStarted: + event.accept(gesture) + elif gesture.changeFlags() & QPinchGesture.ScaleFactorChanged: + center = self.mapSceneToView(gesture.centerPoint()) + scale_prev = gesture.lastScaleFactor() + scale = gesture.scaleFactor() + if scale_prev != 0: + scale = scale / scale_prev + if scale > 0: + self.scaleBy((1 / scale, 1 / scale), center) + elif gesture.state() == Qt.GestureFinished: + self.tag_history() + + return True + + +class ScatterPlotItem(pg.ScatterPlotItem): + def paint(self, painter, option, widget=None): + painter.setRenderHint(QPainter.SmoothPixmapTransform, True) + super().paint(painter, option, widget) + + +def _define_symbols(): + """ + Add symbol ? to ScatterPlotItemSymbols, + reflect the triangle to point upwards + """ + symbols = pyqtgraph.graphicsItems.ScatterPlotItem.Symbols + path = QPainterPath() + path.addEllipse(QRectF(-0.35, -0.35, 0.7, 0.7)) + path.moveTo(-0.5, 0.5) + path.lineTo(0.5, -0.5) + path.moveTo(-0.5, -0.5) + path.lineTo(0.5, 0.5) + symbols["?"] = path + + tr = QTransform() + tr.rotate(180) + symbols['t'] = tr.map(symbols['t']) + +_define_symbols() + + +def _make_pen(color, width): + p = QPen(color, width) + p.setCosmetic(True) + return p + + +class OWScatterPlotGraph(gui.OWComponent, ScaleScatterPlotData): + attr_color = ContextSetting(None, required=ContextSetting.OPTIONAL) + attr_label = ContextSetting(None, required=ContextSetting.OPTIONAL) + attr_shape = ContextSetting(None, required=ContextSetting.OPTIONAL) + attr_size = ContextSetting(None, required=ContextSetting.OPTIONAL) + label_only_selected = Setting(False) + + point_width = Setting(10) + alpha_value = Setting(128) + show_grid = Setting(False) + show_legend = Setting(True) + tooltip_shows_all = Setting(False) + class_density = Setting(False) + show_reg_line = Setting(False) + resolution = 256 + + CurveSymbols = np.array("o x t + d s t2 t3 p h star ?".split()) + MinShapeSize = 6 + DarkerValue = 120 + UnknownColor = (168, 50, 168) + + def __init__(self, scatter_widget, parent=None, _="None", view_box=InteractiveViewBox): + gui.OWComponent.__init__(self, scatter_widget) + self.view_box = view_box(self) + self.plot_widget = pg.PlotWidget(viewBox=self.view_box, parent=parent, + background="w") + self.plot_widget.getPlotItem().buttonsHidden = True + self.plot_widget.setAntialiasing(True) + self.plot_widget.sizeHint = lambda: QSize(500, 500) + scene = self.plot_widget.scene() + self._create_drag_tooltip(scene) + self._data = None # Original Table as passed from widget to new_data before transformations + + self.replot = self.plot_widget.replot + ScaleScatterPlotData.__init__(self) + self.density_img = None + self.scatterplot_item = None + self.scatterplot_item_sel = None + self.reg_line_item = None + + self.labels = [] + + self.master = scatter_widget + self.master.Warning.add_message( + "missing_coords", + "Plot cannot be displayed because '{}' or '{}' is missing for " + "all data points") + self.master.Information.add_message( + "missing_coords", + "Points with missing '{}' or '{}' are not displayed") + self.master.Information.add_message( + "missing_size", + "Points with undefined '{}' are shown in smaller size") + self.master.Information.add_message( + "missing_shape", + "Points with undefined '{}' are shown as crossed circles") + self.shown_attribute_indices = [] + self.shown_x = self.shown_y = None + self.pen_colors = self.brush_colors = None + + self.valid_data = None # np.ndarray + self.selection = None # np.ndarray + self.n_points = 0 + + self.gui = OWPlotGUI(self) + self.continuous_palette = ContinuousPaletteGenerator( + QColor(255, 255, 0), QColor(0, 0, 255), True) + self.discrete_palette = ColorPaletteGenerator() + + self.selection_behavior = 0 + + self.legend = self.color_legend = None + self.__legend_anchor = (1, 0), (1, 0) + self.__color_legend_anchor = (1, 1), (1, 1) + + self.scale = None # DiscretizedScale + + self.subset_indices = None + + # self.setMouseTracking(True) + # self.grabGesture(QPinchGesture) + # self.grabGesture(QPanGesture) + + self.update_grid() + + self._tooltip_delegate = HelpEventDelegate(self.help_event) + self.plot_widget.scene().installEventFilter(self._tooltip_delegate) + + def _create_drag_tooltip(self, scene): + tip_parts = [ + (Qt.ShiftModifier, "Shift: Add group"), + (Qt.ShiftModifier + Qt.ControlModifier, + "Shift-{}: Append to group". + format("Cmd" if sys.platform == "darwin" else "Ctrl")), + (Qt.AltModifier, "Alt: Remove") + ] + all_parts = ", ".join(part for _, part in tip_parts) + self.tiptexts = { + int(modifier): all_parts.replace(part, "{}".format(part)) + for modifier, part in tip_parts + } + self.tiptexts[0] = all_parts + + self.tip_textitem = text = QGraphicsTextItem() + # Set to the longest text + text.setHtml(self.tiptexts[Qt.ShiftModifier + Qt.ControlModifier]) + text.setPos(4, 2) + r = text.boundingRect() + rect = QGraphicsRectItem(0, 0, r.width() + 8, r.height() + 4) + rect.setBrush(QColor(224, 224, 224, 212)) + rect.setPen(QPen(Qt.NoPen)) + self.update_tooltip(Qt.NoModifier) + + scene.drag_tooltip = scene.createItemGroup([rect, text]) + scene.drag_tooltip.hide() + + def update_tooltip(self, modifiers): + modifiers &= Qt.ShiftModifier + Qt.ControlModifier + Qt.AltModifier + text = self.tiptexts.get(int(modifiers), self.tiptexts[0]) + self.tip_textitem.setHtml(text) + + def new_data(self, data, subset_data=None, new=True, **args): + if new: + self.plot_widget.clear() + self.remove_legend() + + self.density_img = None + self.scatterplot_item = None + self.scatterplot_item_sel = None + self.reg_line_item = None + self.labels = [] + self.selection = None + self.valid_data = None + + self.subset_indices = set(e.id for e in subset_data) if subset_data else None + + self._data = data + data = self.sparse_to_dense() + self.set_data(data, **args) + + def set_domain(self, data): + domain = data.domain if data and len(data) else None + for attr in ("attr_color", "attr_shape", "attr_size", "attr_label"): + getattr(self.controls, attr).model().set_domain(domain) + setattr(self, attr, None) + if domain is not None: + self.attr_color = domain.class_var + + def sparse_to_dense(self): + data = self._data + if data is None or not data.is_sparse(): + return data + + attrs = {self.shown_x, + self.shown_y, + self.attr_color, + self.attr_shape, + self.attr_size, + self.attr_label} + domain = data.domain + all_attrs = domain.variables + domain.metas + attrs = list(set(all_attrs) & attrs) + selected_data = data[:, attrs].to_dense() + return selected_data + + def _clear_plot_widget(self): + self.remove_legend() + if self.density_img: + self.plot_widget.removeItem(self.density_img) + self.density_img = None + if self.scatterplot_item: + self.plot_widget.removeItem(self.scatterplot_item) + self.scatterplot_item = None + if self.scatterplot_item_sel: + self.plot_widget.removeItem(self.scatterplot_item_sel) + self.scatterplot_item_sel = None + if self.reg_line_item: + self.plot_widget.removeItem(self.reg_line_item) + self.reg_line_item = None + for label in self.labels: + self.plot_widget.removeItem(label) + self.labels = [] + self.set_axis_title("bottom", "") + self.set_axis_title("left", "") + + def update_data(self, attr_x, attr_y, reset_view=True): + self.master.Warning.missing_coords.clear() + self.master.Information.missing_coords.clear() + self._clear_plot_widget() + + if self.shown_y != attr_y: + # 'reset' the axis text width estimation. Without this the left + # axis tick labels space only ever expands + yaxis = self.plot_widget.getAxis("left") + yaxis.textWidth = 30 + + self.shown_x, self.shown_y = attr_x, attr_y + if attr_x not in self.data.domain or attr_y not in self.data.domain: + data = self.sparse_to_dense() + self.set_data(data) + + if self.jittered_data is None or not len(self.jittered_data): + self.valid_data = None + else: + self.valid_data = self.get_valid_list([attr_x, attr_y]) + if not np.any(self.valid_data): + self.valid_data = None + if self.valid_data is None: + self.selection = None + self.n_points = 0 + self.master.Warning.missing_coords( + self.shown_x.name, self.shown_y.name) + return + + self.x_data, self.y_data = self.get_xy_data_positions( + attr_x, attr_y, self.valid_data) + self.n_points = len(self.x_data) + + if reset_view: + min_x, max_x = np.nanmin(self.x_data), np.nanmax(self.x_data) + min_y, max_y = np.nanmin(self.y_data), np.nanmax(self.y_data) + self.view_box.setRange( + QRectF(min_x, min_y, max_x - min_x, max_y - min_y), + padding=0.025) + self.view_box.init_history() + self.view_box.tag_history() + [min_x, max_x], [min_y, max_y] = self.view_box.viewRange() + + for axis, var in (("bottom", attr_x), ("left", attr_y)): + self.set_axis_title(axis, var) + if var.is_discrete: + self.set_labels(axis, get_variable_values_sorted(var)) + else: + self.set_labels(axis, None) + + # compute overlaps of points for use in compute_colors and compute_sizes + self.overlaps = [] + self.coord_to_id = defaultdict(list) + for i, xy in enumerate(zip(self.x_data, self.y_data)): + self.coord_to_id[xy].append(i) + self.overlaps = [len(self.coord_to_id[xy]) + for i, xy in enumerate(zip(self.x_data, self.y_data))] + self.overlap_factor = [1+log2(o) for o in self.overlaps] + + color_data, brush_data = self.compute_colors() + color_data_sel, brush_data_sel = self.compute_colors_sel() + size_data = self.compute_sizes() + shape_data = self.compute_symbols() + + if self.should_draw_density(): + rgb_data = [pen.color().getRgb()[:3] for pen in color_data] + self.density_img = classdensity.class_density_image( + min_x, max_x, min_y, max_y, self.resolution, + self.x_data, self.y_data, rgb_data) + self.plot_widget.addItem(self.density_img) + + self.data_indices = np.flatnonzero(self.valid_data) + if len(self.data_indices) != len(self.data): + self.master.Information.missing_coords( + self.shown_x.name, self.shown_y.name) + + self.scatterplot_item = ScatterPlotItem( + x=self.x_data, y=self.y_data, data=self.data_indices, + symbol=shape_data, size=size_data, pen=color_data, brush=brush_data + ) + self.scatterplot_item_sel = ScatterPlotItem( + x=self.x_data, y=self.y_data, data=self.data_indices, + symbol=shape_data, size=size_data + SELECTION_WIDTH, + pen=color_data_sel, brush=brush_data_sel + ) + self.plot_widget.addItem(self.scatterplot_item_sel) + self.plot_widget.addItem(self.scatterplot_item) + + self.scatterplot_item.selected_points = [] + self.scatterplot_item.sigClicked.connect(self.select_by_click) + if self.show_reg_line: + _x_data = self.data.get_column_view(self.shown_x)[0] + _y_data = self.data.get_column_view(self.shown_y)[0] + _x_data = _x_data[self.valid_data] + _y_data = _y_data[self.valid_data] + assert _x_data.size + assert _y_data.size + self.draw_regression_line( + _x_data, _y_data, np.min(_x_data), np.max(_y_data)) + + self.update_labels() + self.make_legend() + self.plot_widget.replot() + + def draw_regression_line(self, x_data, y_data, min_x, max_x): + if self.show_reg_line and self.can_draw_regresssion_line(): + slope, intercept, rvalue, _, _ = linregress(x_data, y_data) + start_y = min_x * slope + intercept + end_y = max_x * slope + intercept + angle = np.degrees(np.arctan((end_y - start_y) / (max_x - min_x))) + rotate = ((angle + 45) % 180) - 45 > 90 + color = QColor("#505050") + l_opts = dict(color=color, position=abs(int(rotate) - 0.85), + rotateAxis=(1, 0), movable=True) + self.reg_line_item = InfiniteLine( + pos=QPointF(min_x, start_y), pen=pg.mkPen(color=color, width=1), + angle=angle, label="r = {:.2f}".format(rvalue), labelOpts=l_opts) + if rotate: + self.reg_line_item.label.angle = 180 + self.reg_line_item.label.updateTransform() + self.plot_widget.addItem(self.reg_line_item) + + def can_draw_density(self): + return self.domain is not None and \ + self.attr_color is not None and \ + self.attr_color.is_discrete and \ + self.shown_x.is_continuous and \ + self.shown_y.is_continuous + + def should_draw_density(self): + return self.class_density and self.n_points > 1 and self.can_draw_density() + + def can_draw_regresssion_line(self): + return self.domain is not None and \ + self.shown_x.is_continuous and \ + self.shown_y.is_continuous + + def set_labels(self, axis, labels): + axis = self.plot_widget.getAxis(axis) + if labels: + ticks = [[(i, labels[i]) for i in range(len(labels))]] + axis.setTicks(ticks) + else: + axis.setTicks(None) + + def set_axis_title(self, axis, title): + self.plot_widget.setLabel(axis=axis, text=title) + + def compute_sizes(self): + self.master.Information.missing_size.clear() + if self.attr_size in [None, OWPlotGUI.SizeByOverlap]: + size_data = np.full((self.n_points,), self.point_width, + dtype=float) + else: + size_data = \ + self.MinShapeSize + \ + self.scaled_data.get_column_view(self.attr_size)[0][self.valid_data] * \ + self.point_width + nans = np.isnan(size_data) + if np.any(nans): + size_data[nans] = self.MinShapeSize - 2 + self.master.Information.missing_size(self.attr_size) + + # scale sizes because of overlaps + if self.attr_size == OWPlotGUI.SizeByOverlap: + size_data = np.multiply(size_data, self.overlap_factor) + + return size_data + + def update_sizes(self): + self.set_data(self.sparse_to_dense()) + self.update_point_size() + + def update_point_size(self): + if self.scatterplot_item: + size_data = self.compute_sizes() + self.scatterplot_item.setSize(size_data) + self.scatterplot_item_sel.setSize(size_data + SELECTION_WIDTH) + + def get_color(self): + if self.attr_color is None: + return None + colors = self.attr_color.colors + if self.attr_color.is_discrete: + self.discrete_palette = ColorPaletteGenerator( + number_of_colors=min(len(colors), MAX), rgb_colors=colors if len(colors) <= MAX + else DefaultRGBColors) + else: + self.continuous_palette = ContinuousPaletteGenerator(*colors) + return self.attr_color + + def compute_colors_sel(self, keep_colors=False): + if not keep_colors: + self.pen_colors_sel = self.brush_colors_sel = None + + nopen = QPen(Qt.NoPen) + if self.selection is not None: + sels = np.max(self.selection) + if sels == 1: + pens = [nopen, + _make_pen(QColor(255, 190, 0, 255), + SELECTION_WIDTH + 1.)] + else: + palette = ColorPaletteGenerator(number_of_colors=sels + 1) + pens = [nopen] + \ + [_make_pen(palette[i], SELECTION_WIDTH + 1.) + for i in range(sels)] + pen = [pens[a] for a in self.selection[self.valid_data]] + else: + pen = [nopen] * self.n_points + brush = [QBrush(QColor(255, 255, 255, 0))] * self.n_points + return pen, brush + + def _reduce_values(self, attr): + """ + If discrete variable has more than maximium allowed values, + less used values are joined as "Other" + """ + c_data = self.data.get_column_view(attr)[0][self.valid_data] + if attr.is_continuous or len(attr.values) <= MAX: + return None, c_data + values_to_replace = Counter(c_data) + values_to_replace = sorted( + values_to_replace, key=values_to_replace.get, reverse=True + ) + return values_to_replace, c_data + + def _get_values(self, attr): + if len(attr.values) <= MAX: + return attr.values + values_to_replace, _ = self._reduce_values(attr) + return [attr.values[int(i)] for i in values_to_replace + if not np.isnan(i)][:MAX - 1] + ["Other"] + + def _get_data(self, attr): + values_to_replace, c_data = self._reduce_values(attr) + if values_to_replace is not None: + c_data_2 = c_data.copy() + for i, v in enumerate(values_to_replace): + c_data[c_data_2 == v] = i if i < MAX - 1 else MAX - 1 + return c_data + + def compute_colors(self, keep_colors=False): + if not keep_colors: + self.pen_colors = self.brush_colors = None + self.get_color() + + subset = None + if self.subset_indices: + subset = np.array([ex.id in self.subset_indices + for ex in self.data[self.valid_data]]) + + if self.attr_color is None: # same color + color = self.plot_widget.palette().color(OWPalette.Data) + pen = [_make_pen(color, 1.5)] * self.n_points + if subset is not None: + brush = [(QBrush(QColor(128, 128, 128, 0)), + QBrush(QColor(128, 128, 128, 255)))[s] + for s in subset] + else: + brush = [QBrush(QColor(128, 128, 128, self.alpha_value))] \ + * self.n_points + return pen, brush + + c_data = self._get_data(self.attr_color) + if self.attr_color.is_continuous: + if self.pen_colors is None: + self.scale = DiscretizedScale(np.nanmin(c_data), np.nanmax(c_data)) + c_data -= self.scale.offset + c_data /= self.scale.width + c_data = np.floor(c_data) + 0.5 + c_data /= self.scale.bins + c_data = np.clip(c_data, 0, 1) + palette = self.continuous_palette + self.pen_colors = palette.getRGB(c_data) + self.brush_colors = np.hstack( + [self.pen_colors, + np.full((self.n_points, 1), self.alpha_value, dtype=int)]) + self.pen_colors *= 100 + self.pen_colors //= self.DarkerValue + self.pen_colors = [_make_pen(QColor(*col), 1.5) + for col in self.pen_colors.tolist()] + if subset is not None: + self.brush_colors[:, 3] = 0 + self.brush_colors[subset, 3] = 255 + else: + self.brush_colors[:, 3] = self.alpha_value + pen = self.pen_colors + brush = np.array([QBrush(QColor(*col)) + for col in self.brush_colors.tolist()]) + else: + if self.pen_colors is None: + palette = self.discrete_palette + n_colors = palette.number_of_colors + c_data = c_data.copy() + c_data[np.isnan(c_data)] = n_colors + c_data = c_data.astype(int) + colors = np.r_[palette.getRGB(np.arange(n_colors)), + [[128, 128, 128]]] + pen_colors_palette = np.array( + [_make_pen(QColor(*col).darker(self.DarkerValue), 1.5) + for col in colors]) + self.pen_colors = pen_colors_palette[c_data] + alpha = self.alpha_value if subset is None else 255 + brush_colors_palette = np.array([ + [QBrush(QColor(0, 0, 0, 0)), + QBrush(QColor(col[0], col[1], col[2], alpha))] + for col in colors]) + self.brush_colors = brush_colors_palette[c_data] + + if self.attr_size == OWPlotGUI.SizeByOverlap: + # color overlapping points by most frequent color + for i, xy in enumerate(zip(self.x_data, self.y_data)): + if self.overlaps[i] > 1: + cnt = Counter(c_data[j] for j in self.coord_to_id[xy]) + c = cnt.most_common(1)[0][0] + self.brush_colors[i] = brush_colors_palette[c] + self.pen_colors[i] = pen_colors_palette[c] + + if subset is not None: + brush = np.where( + subset, + self.brush_colors[:, 1], self.brush_colors[:, 0]) + else: + brush = self.brush_colors[:, 1] + pen = self.pen_colors + return pen, brush + + def update_colors(self, keep_colors=False): + self.master.update_colors() + self.set_data(self.sparse_to_dense()) + self.update_alpha_value(keep_colors) + + def update_alpha_value(self, keep_colors=False): + if self.scatterplot_item: + pen_data, brush_data = self.compute_colors(keep_colors) + pen_data_sel, brush_data_sel = self.compute_colors_sel(keep_colors) + self.scatterplot_item.setPen(pen_data, update=False, mask=None) + self.scatterplot_item.setBrush(brush_data, mask=None) + self.scatterplot_item_sel.setPen(pen_data_sel, update=False, mask=None) + self.scatterplot_item_sel.setBrush(brush_data_sel, mask=None) + if not keep_colors: + self.make_legend() + + if self.should_draw_density(): + self.update_data(self.shown_x, self.shown_y) + elif self.density_img: + self.plot_widget.removeItem(self.density_img) + + def create_labels(self): + for x, y in zip(*self.scatterplot_item.getData()): + ti = TextItem() + self.plot_widget.addItem(ti) + ti.setPos(x, y) + self.labels.append(ti) + + def _create_label_column(self): + if self.attr_label in self.data.domain: + label_column = self.data.get_column_view(self.attr_label)[0] + else: + label_column = self.master.data.get_column_view(self.attr_label)[0] + return label_column[self.data_indices] + + + def update_labels(self): + if self.attr_label is None or \ + self.label_only_selected and self.selection is None: + for label in self.labels: + label.setText("") + return + self.assure_attribute_present(self.attr_label) + if not self.labels: + self.create_labels() + label_column = self._create_label_column() + formatter = self.attr_label.str_val + label_data = map(formatter, label_column) + black = pg.mkColor(0, 0, 0) + selection = self.selection[self.valid_data] if self.selection is not None else [] + if self.label_only_selected: + for label, text, selected \ + in zip(self.labels, label_data, selection): + label.setText(text if selected else "", black) + else: + for label, text in zip(self.labels, label_data): + label.setText(text, black) + + def compute_symbols(self): + self.master.Information.missing_shape.clear() + if self.attr_shape is None: + shape_data = self.CurveSymbols[np.zeros(self.n_points, dtype=int)] + else: + shape_data = self._get_data(self.attr_shape) + nans = np.isnan(shape_data) + if np.any(nans): + shape_data[nans] = len(self.CurveSymbols) - 1 + self.master.Information.missing_shape(self.attr_shape) + shape_data = self.CurveSymbols[shape_data.astype(int)] + return shape_data + + def update_shapes(self): + self.assure_attribute_present(self.attr_shape) + if self.scatterplot_item: + shape_data = self.compute_symbols() + self.scatterplot_item.setSymbol(shape_data) + self.make_legend() + + def assure_attribute_present(self, attr): + if self.data is not None and attr not in self.data.domain: + self.set_data(self.sparse_to_dense()) + + def update_grid(self): + self.plot_widget.showGrid(x=self.show_grid, y=self.show_grid) + + def update_legend(self): + if self.legend: + self.legend.setVisible(self.show_legend) + + def create_legend(self): + self.legend = LegendItem() + self.legend.setParentItem(self.plot_widget.getViewBox()) + self.legend.restoreAnchor(self.__legend_anchor) + + def remove_legend(self): + if self.legend: + anchor = legend_anchor_pos(self.legend) + if anchor is not None: + self.__legend_anchor = anchor + self.legend.setParent(None) + self.legend = None + if self.color_legend: + anchor = legend_anchor_pos(self.color_legend) + if anchor is not None: + self.__color_legend_anchor = anchor + self.color_legend.setParent(None) + self.color_legend = None + + def make_legend(self): + self.remove_legend() + self.make_color_legend() + self.make_shape_legend() + self.update_legend() + + def make_color_legend(self): + if self.attr_color is None: + return + use_shape = self.attr_shape == self.get_color() + if self.attr_color.is_discrete: + if not self.legend: + self.create_legend() + palette = self.discrete_palette + for i, value in enumerate(self._get_values(self.attr_color)): + color = QColor(*palette.getRGB(i)) + pen = _make_pen(color.darker(self.DarkerValue), 1.5) + color.setAlpha(self.alpha_value if self.subset_indices is None else 255) + brush = QBrush(color) + self.legend.addItem( + ScatterPlotItem( + pen=pen, brush=brush, size=10, + symbol=self.CurveSymbols[i] if use_shape else "o"), + escape(value)) + else: + legend = self.color_legend = LegendItem() + legend.setParentItem(self.plot_widget.getViewBox()) + legend.restoreAnchor(self.__color_legend_anchor) + + label = PaletteItemSample(self.continuous_palette, self.scale) + legend.addItem(label, "") + legend.setGeometry(label.boundingRect()) + + def make_shape_legend(self): + if self.attr_shape is None or self.attr_shape == self.get_color(): + return + if not self.legend: + self.create_legend() + color = QColor(0, 0, 0) + color.setAlpha(self.alpha_value) + for i, value in enumerate(self._get_values(self.attr_shape)): + self.legend.addItem( + ScatterPlotItem(pen=color, brush=color, size=10, + symbol=self.CurveSymbols[i]), escape(value)) + + def zoom_button_clicked(self): + self.plot_widget.getViewBox().setMouseMode( + self.plot_widget.getViewBox().RectMode) + + def pan_button_clicked(self): + self.plot_widget.getViewBox().setMouseMode( + self.plot_widget.getViewBox().PanMode) + + def select_button_clicked(self): + self.plot_widget.getViewBox().setMouseMode( + self.plot_widget.getViewBox().RectMode) + + def reset_button_clicked(self): + self.update_data(self.shown_x, self.shown_y, reset_view=True) # also redraw density image + # self.view_box.autoRange() + + def select_by_click(self, _, points): + if self.scatterplot_item is not None: + self.select(points) + + def select_by_rectangle(self, value_rect): + if self.scatterplot_item is not None: + points = [point + for point in self.scatterplot_item.points() + if value_rect.contains(QPointF(point.pos()))] + self.select(points) + + def unselect_all(self): + self.selection = None + self.update_colors(keep_colors=True) + if self.label_only_selected: + self.update_labels() + self.master.selection_changed() + + def select(self, points): + # noinspection PyArgumentList + if self.data is None: + return + if self.selection is None: + self.selection = np.zeros(len(self.data), dtype=np.uint8) + indices = [p.data() for p in points] + keys = QApplication.keyboardModifiers() + # Remove from selection + if keys & Qt.AltModifier: + self.selection[indices] = 0 + # Append to the last group + elif keys & Qt.ShiftModifier and keys & Qt.ControlModifier: + self.selection[indices] = np.max(self.selection) + # Create a new group + elif keys & Qt.ShiftModifier: + self.selection[indices] = np.max(self.selection) + 1 + # No modifiers: new selection + else: + self.selection = np.zeros(len(self.data), dtype=np.uint8) + self.selection[indices] = 1 + self.update_colors(keep_colors=True) + if self.label_only_selected: + self.update_labels() + self.master.selection_changed() + + def get_selection(self): + if self.selection is None: + return np.array([], dtype=np.uint8) + else: + return np.flatnonzero(self.selection) + + def set_palette(self, p): + self.plot_widget.setPalette(p) + + def save_to_file(self, size): + pass + + def help_event(self, event): + if self.scatterplot_item is None: + return False + + domain = self.data.domain + PARTS = (("Class", "Classes", 4, domain.class_vars), + ("Meta", "Metas", 4, domain.metas), + ("Feature", "Features", 10, domain.attributes)) + + def format_val(var, point_data, bold=False): + text = escape('{} = {}'.format(var.name, point_data[var])) + if bold: + text = "{}".format(text) + return text + + def show_part(point_data, singular, plural, max_shown, vars): + cols = [format_val(var, point_data) + for var in vars[:max_shown + 2] + if vars == domain.class_vars + or var not in (self.shown_x, self.shown_y)][:max_shown] + if not cols: + return "" + n_vars = len(vars) + if n_vars > max_shown: + cols[-1] = "... and {} others".format(n_vars - max_shown + 1) + return \ + "
    {}:
    ".format(singular if n_vars < 2 + else plural) \ + + "
    ".join(cols) + + def point_data(p): + point_data = self.data[p.data()] + text = "
    ".join( + format_val(var, point_data, bold=self.tooltip_shows_all) + for var in (self.shown_x, self.shown_y)) + if self.tooltip_shows_all: + text += "
    " + \ + "".join(show_part(point_data, *columns) + for columns in PARTS) + return text + + act_pos = self.scatterplot_item.mapFromScene(event.scenePos()) + points = self.scatterplot_item.pointsAt(act_pos) + + if len(points): + if len(points) > MAX_POINTS_IN_TOOLTIP: + text = "{} instances
    {}
    ...".format( + len(points), + "
    ".join(point_data(point) for point in points[:MAX_POINTS_IN_TOOLTIP]) + ) + else: + text = "
    ".join(point_data(point) for point in points) + + QToolTip.showText(event.screenPos(), text, widget=self.plot_widget) + return True + else: + return False + + def box_zoom_select(self, parent): + g = self.gui + box_zoom_select = gui.vBox(parent, "Zoom/Select") + zoom_select_toolbar = g.zoom_select_toolbar( + box_zoom_select, nomargin=True, + buttons=[g.StateButtonsBegin, g.SimpleSelect, g.Pan, g.Zoom, + g.StateButtonsEnd, g.ZoomReset] + ) + buttons = zoom_select_toolbar.buttons + buttons[g.Zoom].clicked.connect(self.zoom_button_clicked) + buttons[g.Pan].clicked.connect(self.pan_button_clicked) + buttons[g.SimpleSelect].clicked.connect(self.select_button_clicked) + buttons[g.ZoomReset].clicked.connect(self.reset_button_clicked) + return box_zoom_select + + def zoom_actions(self, parent): + def zoom(s): + """ + Zoom in/out by factor `s`. + scaleBy scales the view's bounds (the axis range) + """ + self.view_box.scaleBy((1 / s, 1 / s)) + + def fit_to_view(): + self.viewbox.autoRange() + + zoom_in = QAction( + "Zoom in", parent, triggered=lambda: zoom(1.25) + ) + zoom_in.setShortcuts([QKeySequence(QKeySequence.ZoomIn), + QKeySequence(parent.tr("Ctrl+="))]) + zoom_out = QAction( + "Zoom out", parent, shortcut=QKeySequence.ZoomOut, + triggered=lambda: zoom(1 / 1.25) + ) + zoom_fit = QAction( + "Fit in view", parent, + shortcut=QKeySequence(Qt.ControlModifier | Qt.Key_0), + triggered=fit_to_view + ) + parent.addActions([zoom_in, zoom_out, zoom_fit]) + + +class HelpEventDelegate(QObject): #also used by owdistributions + def __init__(self, delegate, parent=None): + super().__init__(parent) + self.delegate = delegate + + def eventFilter(self, obj, event): + if event.type() == QEvent.GraphicsSceneHelp: + return self.delegate(event) + else: + return False diff --git a/Orange/widgets/visualize/owsieve.py b/Orange/widgets/visualize/owsieve.py index b0e8556cb0c..9ef9c98d1fc 100644 --- a/Orange/widgets/visualize/owsieve.py +++ b/Orange/widgets/visualize/owsieve.py @@ -72,6 +72,7 @@ class OWSieveDiagram(OWWidget): "for a combination of values." icon = "icons/SieveDiagram.svg" priority = 200 + keywords = [] class Inputs: data = Input("Data", Table, default=True) diff --git a/Orange/widgets/visualize/owsilhouetteplot.py b/Orange/widgets/visualize/owsilhouetteplot.py index 7bcaf302eb0..b99bc85f512 100644 --- a/Orange/widgets/visualize/owsilhouetteplot.py +++ b/Orange/widgets/visualize/owsilhouetteplot.py @@ -44,6 +44,7 @@ class OWSilhouettePlot(widget.OWWidget): icon = "icons/SilhouettePlot.svg" priority = 300 + keywords = [] class Inputs: data = Input("Data", Orange.data.Table) @@ -74,7 +75,8 @@ class Outputs: auto_commit = settings.Setting(True) Distances = [("Euclidean", Orange.distance.Euclidean), - ("Manhattan", Orange.distance.Manhattan)] + ("Manhattan", Orange.distance.Manhattan), + ("Cosine", Orange.distance.Cosine)] graph_name = "scene" buttons_area_orientation = Qt.Vertical @@ -88,6 +90,8 @@ class Error(widget.OWWidget.Error): class Warning(widget.OWWidget.Warning): missing_cluster_assignment = Msg( "{} instance{s} omitted (missing cluster assignment)") + nan_distances = Msg("{} instance{s} omitted (undefined distances)") + ignoring_categorical = Msg("Ignoring categorical features") def __init__(self): super().__init__() @@ -250,8 +254,13 @@ def _update(self): if self._matrix is None and self.data is not None: _, metric = self.Distances[self.distance_idx] + data = self.data + if not metric.supports_discrete and any( + a.is_discrete for a in data.domain.attributes): + self.Warning.ignoring_categorical() + data = Orange.distance.remove_discrete_features(data) try: - self._matrix = np.asarray(metric(self.data)) + self._matrix = np.asarray(metric(data)) except MemoryError: self.Error.memory_error() return @@ -270,13 +279,15 @@ def _reset_all(self): def _clear_messages(self): self.Error.clear() - self.Warning.missing_cluster_assignment.clear() + self.Warning.clear() def _update_labels(self): labelvar = self.cluster_var_model[self.cluster_var_idx] labels, _ = self.data.get_column_view(labelvar) labels = np.asarray(labels, dtype=float) - mask = np.isnan(labels) + cluster_mask = np.isnan(labels) + dist_mask = np.isnan(self._matrix).all(axis=0) + mask = cluster_mask | dist_mask labels = labels.astype(int) labels = labels[~mask] @@ -295,11 +306,15 @@ def _update_labels(self): self._labels = labels self._silhouette = silhouette - if labels is not None: - count_missing = np.count_nonzero(mask) + if mask is not None: + count_missing = np.count_nonzero(cluster_mask) if count_missing: self.Warning.missing_cluster_assignment( count_missing, s="s" if count_missing > 1 else "") + count_nandist = np.count_nonzero(dist_mask) + if count_nandist: + self.Warning.nan_distances( + count_nandist, s="s" if count_nandist > 1 else "") def _set_bar_height(self): visible = self.bar_size >= 5 diff --git a/Orange/widgets/visualize/owtreeviewer.py b/Orange/widgets/visualize/owtreeviewer.py index 7bd97e5146c..d999bebcb6a 100644 --- a/Orange/widgets/visualize/owtreeviewer.py +++ b/Orange/widgets/visualize/owtreeviewer.py @@ -159,6 +159,7 @@ class OWTreeGraph(OWTreeViewer2D): name = "Tree Viewer" icon = "icons/TreeViewer.svg" priority = 35 + keywords = [] class Inputs: # Had different input names before merging from diff --git a/Orange/widgets/visualize/owvenndiagram.py b/Orange/widgets/visualize/owvenndiagram.py index bac2702d2a2..a5d44c5d65c 100644 --- a/Orange/widgets/visualize/owvenndiagram.py +++ b/Orange/widgets/visualize/owvenndiagram.py @@ -44,6 +44,7 @@ class OWVennDiagram(widget.OWWidget): "from a collection of input datasets." icon = "icons/VennDiagram.svg" priority = 280 + keywords = [] class Inputs: data = Input("Data", Orange.data.Table, multiple=True) diff --git a/Orange/widgets/visualize/tests/test_owboxplot.py b/Orange/widgets/visualize/tests/test_owboxplot.py index 51a2617b90a..9cce7656d83 100644 --- a/Orange/widgets/visualize/tests/test_owboxplot.py +++ b/Orange/widgets/visualize/tests/test_owboxplot.py @@ -1,12 +1,14 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring +import unittest import numpy as np from AnyQt.QtCore import QItemSelectionModel -from AnyQt.QtTest import QTest from Orange.data import Table, ContinuousVariable, StringVariable, Domain -from Orange.widgets.visualize.owboxplot import OWBoxPlot, FilterGraphicsRectItem +from Orange.widgets.visualize.owboxplot import ( + OWBoxPlot, FilterGraphicsRectItem, _quantiles +) from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin @@ -158,9 +160,9 @@ def test_label_overlap(self): self.widget.stretched = False self.__select_variable("chest pain") self.__select_group("gender") - self.widget.show() - QTest.qWait(3000) - self.widget.hide() + self.widget.adjustSize() + self.widget.layout().activate() + self.widget.grab() # ensure that the painting code is run def test_empty_groups(self): """Test if groups with zero elements are not shown""" @@ -176,6 +178,20 @@ def test_empty_groups(self): self.send_signal(self.widget.Inputs.data, table) self.assertEqual(2, len(self.widget.boxes)) + def test_sorting_disc_group_var(self): + """Test if subgroups are sorted by their size""" + table = Table("adult_sample") + self.send_signal(self.widget.Inputs.data, table) + self.__select_variable("education") + self.__select_group("workclass") + + # checkbox not checked - preserve original order of selected grouping attribute + self.assertListEqual(self.widget.order, [0, 1, 2, 3, 4, 5, 6]) + + # checkbox checked - sort by frequencies + self.widget.controls.sort_freqs.setChecked(True) + self.assertListEqual(self.widget.order, [0, 1, 4, 5, 3, 2, 6]) + def _select_data(self): items = [item for item in self.widget.box_scene.items() if isinstance(item, FilterGraphicsRectItem)] @@ -208,3 +224,40 @@ def __select_value(self, list, value): if m.data(idx) == value: list.selectionModel().setCurrentIndex( idx, QItemSelectionModel.ClearAndSelect) + + +class TestUtils(unittest.TestCase): + def test(self): + np.testing.assert_array_equal( + _quantiles(range(1, 8 + 1), [1.] * 8, [0.0, 0.25, 0.5, 0.75, 1.0]), + [1., 2.5, 4.5, 6.5, 8.] + ) + np.testing.assert_array_equal( + _quantiles(range(1, 8 + 1), [1.] * 8, [0.0, 0.25, 0.5, 0.75, 1.0]), + [1., 2.5, 4.5, 6.5, 8.] + ) + np.testing.assert_array_equal( + _quantiles(range(1, 4 + 1), [1., 2., 1., 2], + [0.0, 0.25, 0.5, 0.75, 1.0]), + [1.0, 2.0, 2.5, 4.0, 4.0] + ) + np.testing.assert_array_equal( + _quantiles(range(1, 4 + 1), [2., 1., 1., 2.], + [0.0, 0.25, 0.5, 0.75, 1.0]), + [1.0, 1.0, 2.5, 4.0, 4.0] + ) + np.testing.assert_array_equal( + _quantiles(range(1, 4 + 1), [1., 1., 1., 1.], + [0.0, 0.25, 0.5, 0.75, 1.0]), + [1.0, 1.5, 2.5, 3.5, 4.0] + ) + np.testing.assert_array_equal( + _quantiles(range(1, 4 + 1), [1., 1., 1., 1.], + [0.0, 0.25, 0.5, 0.75, 1.0], interpolation="higher"), + [1, 2, 3, 4, 4] + ) + np.testing.assert_array_equal( + _quantiles(range(1, 4 + 1), [1., 1., 1., 1.], + [0.0, 0.25, 0.5, 0.75, 1.0], interpolation="lower"), + [1, 1, 2, 3, 4] + ) diff --git a/Orange/widgets/visualize/tests/test_owfreeviz.py b/Orange/widgets/visualize/tests/test_owfreeviz.py index 43e1b54e0e0..a4d41de6603 100644 --- a/Orange/widgets/visualize/tests/test_owfreeviz.py +++ b/Orange/widgets/visualize/tests/test_owfreeviz.py @@ -4,14 +4,16 @@ from AnyQt.QtCore import QRectF, QPointF -from Orange.data import Table, Domain, ContinuousVariable, DiscreteVariable +from Orange.data import Table +from Orange.widgets.tests.base import ( + WidgetTest, WidgetOutputsTestMixin, ProjectionWidgetTestMixin +) from Orange.widgets.tests.utils import simulate from Orange.widgets.visualize.owfreeviz import OWFreeViz -from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin, \ - datasets -class TestOWFreeViz(WidgetTest, WidgetOutputsTestMixin): +class TestOWFreeViz(WidgetTest, WidgetOutputsTestMixin, + ProjectionWidgetTestMixin): @classmethod def setUpClass(cls): super().setUpClass() @@ -25,18 +27,6 @@ def setUpClass(cls): def setUp(self): self.widget = self.create_widget(OWFreeViz) - def test_points_combo_boxes(self): - self.send_signal(self.widget.Inputs.data, self.heart_disease) - graph = self.widget.controls.graph - self.assertEqual(len(graph.attr_color.model()), 17) - self.assertEqual(len(graph.attr_shape.model()), 11) - self.assertEqual(len(graph.attr_size.model()), 8) - self.assertEqual(len(graph.attr_label.model()), 17) - - def test_ugly_datasets(self): - self.send_signal(self.widget.Inputs.data, Table(datasets.path("testing_dataset_cls"))) - self.send_signal(self.widget.Inputs.data, Table(datasets.path("testing_dataset_reg"))) - def test_error_msg(self): data = self.data[:, list(range(len(self.data.domain.attributes)))] self.assertFalse(self.widget.Error.no_class_var.is_shown()) @@ -44,8 +34,9 @@ def test_error_msg(self): self.send_signal(self.widget.Inputs.data, data) self.assertTrue(self.widget.Error.no_class_var.is_shown()) data = self.data[:40] - data.domain.class_var.values = data.domain.class_var.values[0:1] - data = data.transform(self.data.domain) + domain = self.data.domain.copy() + domain.class_var.values = self.data.domain.class_var.values[:1] + data = data.transform(domain) self.send_signal(self.widget.Inputs.data, data) self.assertTrue(self.widget.Error.not_enough_class_vars.is_shown()) self.send_signal(self.widget.Inputs.data, None) @@ -53,59 +44,31 @@ def test_error_msg(self): self.assertFalse(self.widget.Error.not_enough_class_vars.is_shown()) def _select_data(self): - self.widget.graph.select_by_rectangle(QRectF(QPointF(-20, -20), QPointF(20, 20))) + rect = QRectF(QPointF(-20, -20), QPointF(20, 20)) + self.widget.graph.select_by_rectangle(rect) return self.widget.graph.get_selection() def test_optimization(self): - self.send_signal(self.widget.Inputs.data, Table("iris")) + self.send_signal(self.widget.Inputs.data, self.data) self.widget.btn_start.click() def test_optimization_cancelled(self): self.test_optimization() self.widget.btn_start.click() - def test_reset_optimization(self): - self.send_signal(self.widget.Inputs.data, Table("iris")) - simulate.combobox_activate_index(self.widget.controls.initialization, 0) - simulate.combobox_activate_index(self.widget.controls.initialization, 1) - - def test_size_hint(self): - self.widget.show() - - def test_send_report(self): - self.send_signal(self.widget.Inputs.data, Table("iris")) - self.widget.report_button.click() - self.send_signal(self.widget.Inputs.data, None) - self.widget.report_button.click() - - def test_subset_data(self): - self.send_signal(self.widget.Inputs.data, self.heart_disease) - self.send_signal(self.widget.Inputs.data_subset, self.heart_disease) + def test_optimization_reset(self): + self.send_signal(self.widget.Inputs.data, self.data) + init = self.widget.controls.initialization + simulate.combobox_activate_index(init, 0) + simulate.combobox_activate_index(init, 1) def test_sparse(self): table = Table("iris") table.X = sp.csr_matrix(table.X) self.assertTrue(sp.issparse(table.X)) - self.assertFalse(self.widget.Warning.sparse_not_supported.is_shown()) - self.send_signal(self.widget.Inputs.data, table) - self.assertTrue(self.widget.Warning.sparse_not_supported.is_shown()) - - def test_none_data(self): - table = Table( - Domain( - [ContinuousVariable("a"), - DiscreteVariable("b", values=["y", "n"])] - ), - list(zip( - [], - "")) - ) + self.assertFalse(self.widget.Error.sparse_data.is_shown()) self.send_signal(self.widget.Inputs.data, table) - self.widget.reset_graph_data() - - def test_class_density(self): - self.send_signal(self.widget.Inputs.data, Table("iris")) - self.widget.cb_class_density.click() + self.assertTrue(self.widget.Error.sparse_data.is_shown()) def test_set_radius_no_data(self): """ @@ -114,13 +77,4 @@ def test_set_radius_no_data(self): """ w = self.widget self.send_signal(w.Inputs.data, None) - w.rslider.setSliderPosition(3) - - def test_update_graph_no_data(self): - """ - Widget should not crash when there is no data and one wants to change class density etc. - GH-2780 - """ - w = self.widget - self.send_signal(w.Inputs.data, None) - w.cb_class_density.click() + self.widget.graph.controls.radius.setSliderPosition(3) diff --git a/Orange/widgets/visualize/tests/test_owheatmap.py b/Orange/widgets/visualize/tests/test_owheatmap.py index 5e2e23aa690..3387c4e48ad 100644 --- a/Orange/widgets/visualize/tests/test_owheatmap.py +++ b/Orange/widgets/visualize/tests/test_owheatmap.py @@ -1,5 +1,7 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring +import numpy as np + from Orange.data import Table, Domain, DiscreteVariable, ContinuousVariable from Orange.preprocess import Continuize from Orange.widgets.visualize.owheatmap import OWHeatMap @@ -126,3 +128,15 @@ def test_cluster_column_on_all_zero_column(self): self.widget.col_clustering = True self.widget.set_dataset(iris) + + def test_empty_clusters(self): + """Test if empty clusters are not displayed and warning is shown""" + data = np.array([1, 1, 1, 2, 2, 2, 3, 3, 3]) + + table = Table.from_numpy(Domain([ContinuousVariable()]), + data.reshape((9, 1))) + self.widget.controls.merge_kmeans.setChecked(True) + self.send_signal(self.widget.Inputs.data, table) + + self.assertTrue(self.widget.Warning.empty_clusters.is_shown()) + self.assertEqual(len(self.widget.merge_indices), 3) diff --git a/Orange/widgets/visualize/tests/test_owlinearprojection.py b/Orange/widgets/visualize/tests/test_owlinearprojection.py index 51cbbc0beba..b4debc9e9e7 100644 --- a/Orange/widgets/visualize/tests/test_owlinearprojection.py +++ b/Orange/widgets/visualize/tests/test_owlinearprojection.py @@ -1,12 +1,13 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring import time - +import warnings import numpy as np from AnyQt.QtCore import QRectF, QPointF from Orange.data import Table, Domain, ContinuousVariable, DiscreteVariable, StringVariable +from Orange.util import OrangeDeprecationWarning from Orange.widgets.settings import Context from Orange.widgets.visualize.owlinearprojection import OWLinearProjection from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin, datasets @@ -26,8 +27,23 @@ def setUpClass(cls): cls.projection_table = cls._get_projection_table() def setUp(self): + self._warnings = warnings.catch_warnings() + self._warnings.__enter__() + warnings.simplefilter("ignore", OrangeDeprecationWarning) self.widget = self.create_widget(OWLinearProjection) # type: OWLinearProjection + def tearDown(self): + super().tearDown() + self._warnings.__exit__() + + def test_deprecated_graph(self): + # Remove this test and lines 30 - 32 and 35 - 38, since the widget + # is not using deprecate class any more + with warnings.catch_warnings(): + warnings.simplefilter("error", OrangeDeprecationWarning) + self.assertRaises(OrangeDeprecationWarning, + lambda: self.create_widget(OWLinearProjection)) + def _select_data(self): self.widget.graph.select_by_rectangle(QRectF(QPointF(-20, -20), QPointF(20, 20))) return self.widget.graph.get_selection() @@ -65,14 +81,6 @@ def test_nan_plot(self): with excepthook_catch(): simulate.combobox_activate_item(cb.attr_size, "X1") - def test_points_combo_boxes(self): - self.send_signal("Data", self.data) - graph = self.widget.controls.graph - self.assertEqual(len(graph.attr_color.model()), 8) - self.assertEqual(len(graph.attr_shape.model()), 3) - self.assertEqual(len(graph.attr_size.model()), 6) - self.assertEqual(len(graph.attr_label.model()), 8) - def test_buttons(self): for btn in self.widget.radio_placement.buttons[:3]: self.send_signal(self.widget.Inputs.data, self.data) @@ -231,9 +239,24 @@ def setUpClass(cls): # cls.iris_no_class = Table(dom, cls.iris) def setUp(self): + self._warnings = warnings.catch_warnings() + self._warnings.__enter__() + warnings.simplefilter("ignore", OrangeDeprecationWarning) self.widget = self.create_widget(OWLinearProjection) self.vizrank = self.widget.vizrank + def tearDown(self): + super().tearDown() + self._warnings.__exit__() + + def test_deprecated_graph(self): + # Remove this test and lines 242 - 244 and 248 - 251, since the widget + # is not using deprecate class any more + with warnings.catch_warnings(): + warnings.simplefilter("error", OrangeDeprecationWarning) + self.assertRaises(OrangeDeprecationWarning, + lambda: self.create_widget(OWLinearProjection)) + def test_discrete_class(self): self.send_signal(self.widget.Inputs.data, self.data) worker = Worker(self.vizrank) diff --git a/Orange/widgets/visualize/tests/test_owradviz.py b/Orange/widgets/visualize/tests/test_owradviz.py index e88510f4cb2..62bae95f289 100644 --- a/Orange/widgets/visualize/tests/test_owradviz.py +++ b/Orange/widgets/visualize/tests/test_owradviz.py @@ -3,12 +3,14 @@ from AnyQt.QtCore import QRectF, QPointF from Orange.data import Table, Domain -from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin, \ - datasets +from Orange.widgets.tests.base import ( + WidgetTest, WidgetOutputsTestMixin, ProjectionWidgetTestMixin +) from Orange.widgets.visualize.owradviz import OWRadviz -class TestOWFreeViz(WidgetTest, WidgetOutputsTestMixin): +class TestOWRadviz(WidgetTest, WidgetOutputsTestMixin, + ProjectionWidgetTestMixin): @classmethod def setUpClass(cls): super().setUpClass() @@ -22,18 +24,6 @@ def setUpClass(cls): def setUp(self): self.widget = self.create_widget(OWRadviz) - def test_points_combo_boxes(self): - self.send_signal(self.widget.Inputs.data, self.heart_disease) - graph = self.widget.controls.graph - self.assertEqual(len(graph.attr_color.model()), 17) - self.assertEqual(len(graph.attr_shape.model()), 11) - self.assertEqual(len(graph.attr_size.model()), 8) - self.assertEqual(len(graph.attr_label.model()), 17) - - def test_ugly_datasets(self): - self.send_signal(self.widget.Inputs.data, Table(datasets.path("testing_dataset_cls"))) - self.send_signal(self.widget.Inputs.data, Table(datasets.path("testing_dataset_reg"))) - def test_btn_vizrank(self): # TODO: fix this w = self.widget @@ -49,17 +39,10 @@ def _select_data(self): self.widget.graph.select_by_rectangle(QRectF(QPointF(-20, -20), QPointF(20, 20))) return self.widget.graph.get_selection() - def test_subset_data(self): - w = self.widget - data = Table("iris") - self.send_signal(w.Inputs.data, data) - self.send_signal(w.Inputs.data_subset, data[::30]) - def test_no_features(self): w = self.widget - data = Table("iris") - domain = Domain(attributes=data.domain.attributes[:1], class_vars=data.domain.class_vars) - data2 = data.transform(domain) + data2 = self.data.transform(Domain(self.data.domain.attributes[:1], + self.data.domain.class_vars)) self.assertFalse(w.Error.no_features.is_shown()) self.send_signal(w.Inputs.data, data2) self.assertTrue(w.Error.no_features.is_shown()) @@ -68,9 +51,8 @@ def test_no_features(self): def test_not_enough_instances(self): w = self.widget - data = Table("iris") self.assertFalse(w.Error.no_instances.is_shown()) - self.send_signal(w.Inputs.data, data[:1]) + self.send_signal(w.Inputs.data, self.data[:1]) self.assertTrue(w.Error.no_instances.is_shown()) - self.send_signal(w.Inputs.data, data) + self.send_signal(w.Inputs.data, self.data) self.assertFalse(w.Error.no_instances.is_shown()) diff --git a/Orange/widgets/visualize/tests/test_owscatterplot.py b/Orange/widgets/visualize/tests/test_owscatterplot.py index ddd1ac2cd6b..629d12d29be 100644 --- a/Orange/widgets/visualize/tests/test_owscatterplot.py +++ b/Orange/widgets/visualize/tests/test_owscatterplot.py @@ -8,15 +8,19 @@ from AnyQt.QtWidgets import QToolTip from Orange.data import Table, Domain, ContinuousVariable, DiscreteVariable +from Orange.widgets.tests.base import ( + WidgetTest, WidgetOutputsTestMixin, datasets, ProjectionWidgetTestMixin +) +from Orange.widgets.tests.utils import simulate +from Orange.widgets.visualize.owscatterplot import ( + OWScatterPlot, ScatterPlotVizRank +) from Orange.widgets.visualize.owscatterplotgraph import MAX from Orange.widgets.widget import AttributeList -from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin, datasets -from Orange.widgets.visualize.owscatterplot import \ - OWScatterPlot, ScatterPlotVizRank -from Orange.widgets.tests.utils import simulate -class TestOWScatterPlot(WidgetTest, WidgetOutputsTestMixin): +class TestOWScatterPlot(WidgetTest, WidgetOutputsTestMixin, + ProjectionWidgetTestMixin): @classmethod def setUpClass(cls): super().setUpClass() @@ -43,7 +47,7 @@ def test_set_data(self): self.assertEqual(self.widget.attr_y, self.data.domain[1]) # Class var should be selected as color - self.assertIs(self.widget.graph.attr_color, self.data.domain.class_var) + self.assertIs(self.widget.attr_color, self.data.domain.class_var) # Change which attributes are displayed self.widget.attr_x = self.data.domain[2] @@ -53,12 +57,12 @@ def test_set_data(self): self.send_signal(self.widget.Inputs.data, None) # removing data should have cleared attributes - self.assertEqual(self.widget.attr_x, None) - self.assertEqual(self.widget.attr_y, None) - self.assertEqual(self.widget.graph.attr_color, None) + self.assertIsNone(self.widget.attr_x) + self.assertIsNone(self.widget.attr_y) + self.assertIsNone(self.widget.attr_color) # and remove the legend - self.assertEqual(self.widget.graph.legend, None) + self.assertIsNone(self.widget.graph.color_legend) # Connect iris again # same attributes that were used last time should be selected @@ -121,12 +125,13 @@ def test_data_column_nans(self): """ table = datasets.data_one_column_nans() self.send_signal(self.widget.Inputs.data, table) - cb_attr_color = self.widget.controls.graph.attr_color + cb_attr_color = self.widget.controls.attr_color simulate.combobox_activate_item(cb_attr_color, "b") simulate.combobox_activate_item(self.widget.cb_attr_x, "a") simulate.combobox_activate_item(self.widget.cb_attr_y, "a") - self.widget.update_graph() + #self.widget.update_graph() + self.widget.graph.reset_graph() def test_data_column_infs(self): """ @@ -154,13 +159,24 @@ def test_regression_line(self): def test_points_combo_boxes(self): """Check Point box combo models and values""" self.send_signal(self.widget.Inputs.data, self.data) - self.assertEqual(len(self.widget.controls.graph.attr_color.model()), 8) - self.assertEqual(len(self.widget.controls.graph.attr_shape.model()), 3) - self.assertEqual(len(self.widget.controls.graph.attr_size.model()), 6) - self.assertEqual(len(self.widget.controls.graph.attr_label.model()), 8) - other_widget = self.create_widget(OWScatterPlot) - self.send_signal(self.widget.Inputs.data, self.data, widget=other_widget) - self.assertEqual(self.widget.graph.controls.attr_color.currentText(), + controls = self.widget.controls + + # color and label should contain all variables + # size should contain only continuous variables + # shape should contain only discrete variables + for var in self.data.domain.variables + self.data.domain.metas: + self.assertIn(var, controls.attr_color.model()) + self.assertIn(var, controls.attr_label.model()) + if var.is_continuous: + self.assertIn(var, controls.attr_size.model()) + self.assertNotIn(var, controls.attr_shape.model()) + if var.is_discrete: + self.assertNotIn(var, controls.attr_size.model()) + self.assertIn(var, controls.attr_shape.model()) + + widget = self.create_widget(OWScatterPlot) + self.send_signal(self.widget.Inputs.data, self.data, widget=widget) + self.assertEqual(controls.attr_color.currentText(), self.data.domain.class_var.name) def test_group_selections(self): @@ -241,23 +257,6 @@ def annotations(): np.testing.assert_equal(annotated(), sel_column) self.assertEqual(len(annotations()), 3) - def test_none_data(self): - """ - Prevent crash due to missing data. - GH-2122 - """ - table = Table( - Domain( - [ContinuousVariable("a"), - DiscreteVariable("b", values=["y", "n"])] - ), - list(zip( - [], - "")) - ) - self.send_signal(self.widget.Inputs.data, table) - self.widget.reset_graph_data() - def test_saving_selection(self): self.send_signal(self.widget.Inputs.data, self.data) # iris self.widget.graph.select_by_rectangle(QRectF(4, 3, 3, 1)) @@ -305,17 +304,17 @@ def test_set_strings_settings(self): """ self.send_signal(self.widget.Inputs.data, self.data) settings = self.widget.settingsHandler.pack_data(self.widget) - graph_settings = settings["context_settings"][0].values["graph"] - graph_settings["attr_label"] = ("sepal length", -2) - graph_settings["attr_color"] = ("sepal width", -2) - graph_settings["attr_shape"] = ("iris", -2) - graph_settings["attr_size"] = ("petal width", -2) + plot_settings = settings["context_settings"][0].values + plot_settings["attr_label"] = ("sepal length", -2) + plot_settings["attr_color"] = ("sepal width", -2) + plot_settings["attr_shape"] = ("iris", -2) + plot_settings["attr_size"] = ("petal width", -2) w = self.create_widget(OWScatterPlot, stored_settings=settings) self.send_signal(self.widget.Inputs.data, self.data, widget=w) - self.assertEqual(w.graph.attr_label.name, "sepal length") - self.assertEqual(w.graph.attr_color.name, "sepal width") - self.assertEqual(w.graph.attr_shape.name, "iris") - self.assertEqual(w.graph.attr_size.name, "petal width") + self.assertEqual(w.attr_label.name, "sepal length") + self.assertEqual(w.attr_color.name, "sepal width") + self.assertEqual(w.attr_shape.name, "iris") + self.assertEqual(w.attr_size.name, "petal width") def test_sparse(self): """ @@ -361,21 +360,11 @@ def test_output_features(self): # combo_y.setCurrentIndex(combo_y.model().indexOf(data.domain[3])) # This is a workaround self.widget.attr_y = data.domain[3] - self.widget.update_attr() + self.widget.attr_changed() features = self.get_output(self.widget.Outputs.features) self.assertEqual(features, [data.domain[0], data.domain[3]]) - def test_send_report(self): - data = Table("iris") - self.send_signal(self.widget.Inputs.data, data) - self.widget.report_button.click() - - def test_update_density(self): - data = Table("iris") - self.send_signal(self.widget.Inputs.data, data) - self.widget.cb_class_density.click() - def test_vizrank(self): data = Table("iris") self.send_signal(self.widget.Inputs.data, data) @@ -442,7 +431,7 @@ def test_color_is_optional(self): zoo.domain[0], zoo.domain[1], zoo.domain.class_var attr_x = self.widget.controls.attr_x attr_y = self.widget.controls.attr_y - attr_color = self.widget.controls.graph.attr_color + attr_color = self.widget.controls.attr_color # Send dataset, ensure defaults are what we expect them to be self.send_signal(self.widget.Inputs.data, zoo) @@ -503,8 +492,8 @@ def test_handle_metas(self): data.metas = data.metas.astype(object) self.send_signal(w.Inputs.data, data) simulate.combobox_activate_item(w.cb_attr_x, data.domain.metas[1].name) - simulate.combobox_activate_item(w.controls.graph.attr_color, data.domain.metas[0].name) - w.update_graph() + simulate.combobox_activate_item(w.controls.attr_color, data.domain.metas[0].name) + w.graph.reset_graph() def test_subset_data(self): """ @@ -515,7 +504,7 @@ def test_subset_data(self): w = self.widget self.send_signal(w.Inputs.data, data) self.send_signal(w.Inputs.data_subset, data[::30]) - self.assertEqual(len(w.graph.subset_indices), 5) + self.assertEqual(len(w.subset_indices), 5) def test_sparse_subset_data(self): """ @@ -527,7 +516,7 @@ def test_sparse_subset_data(self): data.X = sp.csr_matrix(data.X) self.send_signal(w.Inputs.data, data) self.send_signal(w.Inputs.data_subset, data[::30]) - self.assertEqual(len(w.graph.subset_indices), 5) + self.assertEqual(len(w.subset_indices), 5) def test_metas_zero_column(self): """ @@ -564,7 +553,7 @@ def test_tooltip(self): with patch.object(scatterplot_item, "pointsAt", return_value=[all_points[42]]): # Show just x and y attribute - graph.tooltip_shows_all = False + widget.tooltip_shows_all = False self.assertTrue(graph.help_event(event)) (_, text), _ = show_text.call_args self.assertIn("age = {}".format(data[42, "age"]), text) @@ -573,7 +562,7 @@ def test_tooltip(self): self.assertNotIn("others", text) # Show all attributes - graph.tooltip_shows_all = True + widget.tooltip_shows_all = True self.assertTrue(graph.help_event(event)) (_, text), _ = show_text.call_args self.assertIn("age = {}".format(data[42, "age"]), text) @@ -614,7 +603,7 @@ def prepare_data(): def assert_equal(data, max): self.send_signal(self.widget.Inputs.data, data) - pen_data, brush_data = self.widget.graph.compute_colors() + pen_data, brush_data = self.widget.graph.get_colors() self.assertEqual(max, len(np.unique([id(p) for p in pen_data])), ) assert_equal(prepare_data(), MAX) diff --git a/Orange/widgets/visualize/tests/test_owsilhouetteplot.py b/Orange/widgets/visualize/tests/test_owsilhouetteplot.py index d5f87267388..925630c3386 100644 --- a/Orange/widgets/visualize/tests/test_owsilhouetteplot.py +++ b/Orange/widgets/visualize/tests/test_owsilhouetteplot.py @@ -6,8 +6,8 @@ import numpy as np -import Orange.data -from Orange.data import Table, Domain, ContinuousVariable, DiscreteVariable +from Orange.data import ( + Table, Domain, ContinuousVariable, DiscreteVariable, StringVariable) from Orange.widgets.utils.annotated_data import ANNOTATED_DATA_SIGNAL_NAME from Orange.widgets.visualize.owsilhouetteplot import OWSilhouettePlot from Orange.widgets.tests.base import WidgetTest, WidgetOutputsTestMixin @@ -21,6 +21,7 @@ def setUpClass(cls): cls.signal_name = "Data" cls.signal_data = cls.data + cls.scorename = "Silhouette ({})".format(cls.data.domain.class_var.name) def setUp(self): self.widget = self.create_widget(OWSilhouettePlot, @@ -36,11 +37,10 @@ def test_outputs_add_scores(self): self.send_signal(self.widget.Inputs.data, self.data) self.widget.controls.add_scores.setChecked(1) selected_indices = self._select_data() - name = "Silhouette ({})".format(self.data.domain.class_var.name) selected = self.get_output(self.widget.Outputs.selected_data) annotated = self.get_output(self.widget.Outputs.annotated_data) - self.assertEqual(name, selected.domain.metas[0].name) - self.assertEqual(name, annotated.domain.metas[0].name) + self.assertEqual(self.scorename, selected.domain.metas[0].name) + self.assertEqual(self.scorename, annotated.domain.metas[0].name) np.testing.assert_array_equal(selected.X, self.data.X[selected_indices]) def _select_data(self): @@ -62,13 +62,12 @@ def test_insufficient_clusters(self): def test_unknowns_in_labels(self): self.widget.controls.add_scores.setChecked(1) - scorename = "Silhouette (iris)" data = self.data[[0, 1, 2, 50, 51, 52, 100, 101, 102]] data.Y[::3] = np.nan valid = ~np.isnan(data.Y.flatten()) self.send_signal(self.widget.Inputs.data, data) output = self.get_output(ANNOTATED_DATA_SIGNAL_NAME) - scores = output[:, scorename].metas.flatten() + scores = output[:, self.scorename].metas.flatten() self.assertTrue(np.all(np.isnan(scores[::3]))) self.assertTrue(np.all(np.isfinite(scores[valid]))) @@ -76,19 +75,48 @@ def test_unknowns_in_labels(self): data_1 = data[np.flatnonzero(valid)] self.send_signal(self.widget.Inputs.data, data_1) output_1 = self.get_output(ANNOTATED_DATA_SIGNAL_NAME) - scores_1 = output_1[:, scorename].metas.flatten() + scores_1 = output_1[:, self.scorename].metas.flatten() self.assertTrue(np.all(np.isfinite(scores_1))) # the scores must match np.testing.assert_almost_equal(scores_1, scores[valid], decimal=12) + def test_nan_distances(self): + self.widget.controls.add_scores.setChecked(1) + self.widget.distance_idx = 2 + self.assertEqual(self.widget.Distances[self.widget.distance_idx][0], + 'Cosine') + data = self.data[[0, 1, 2, 50, 51, 52, 100, 101, 102]] + data.X[::3] = 0 + valid = np.any(data.X != 0, axis=1) + self.assertFalse(self.widget.Warning.nan_distances.is_shown()) + self.send_signal(self.widget.Inputs.data, data) + self.assertTrue(np.isnan(self.widget._matrix).any()) + self.assertTrue(self.widget.Warning.nan_distances.is_shown()) + output = self.get_output(ANNOTATED_DATA_SIGNAL_NAME) + scores = output[:, self.scorename].metas.flatten() + self.assertTrue(np.all(np.isnan(scores[::3]))) + self.assertTrue(np.all(np.isfinite(scores[valid]))) + + def test_ignore_categorical(self): + data = Table('heart_disease') + self.widget.distance_idx = 2 + self.assertEqual(self.widget.Distances[self.widget.distance_idx][0], + 'Cosine') + self.assertFalse(self.widget.Warning.ignoring_categorical.is_shown()) + self.send_signal(self.widget.Inputs.data, data) + self.assertTrue(self.widget.Warning.ignoring_categorical.is_shown()) + output = self.get_output(ANNOTATED_DATA_SIGNAL_NAME) + self.assertEqual(len(output.domain), len(data.domain)) + self.widget.distance_idx = 0 + self.widget._update() + self.assertFalse(self.widget.Warning.ignoring_categorical.is_shown()) + def test_meta_object_dtype(self): # gh-1875: Test on mixed string/discrete metas data = self.data[::5] - domain = Orange.data.Domain( - data.domain.attributes, [], - [data.domain["iris"], - Orange.data.StringVariable("S")] - ) + domain = Domain(data.domain.attributes, + [], + [data.domain["iris"], StringVariable("S")]) data = data.from_table(domain, data) self.send_signal(self.widget.Inputs.data, data) @@ -100,7 +128,7 @@ def test_memory_error(self): GH-2521 """ for i, side_effect in enumerate([MemoryError, ValueError]): - data = Orange.data.Table("iris")[::3] + data = Table("iris")[::3] self.send_signal(self.widget.Inputs.data, data) self.assertFalse(self.widget.Error.memory_error.is_shown()) self.assertFalse(self.widget.Error.value_error.is_shown()) diff --git a/Orange/widgets/visualize/utils/__init__.py b/Orange/widgets/visualize/utils/__init__.py index e39d95f2923..4543584ddfb 100644 --- a/Orange/widgets/visualize/utils/__init__.py +++ b/Orange/widgets/visualize/utils/__init__.py @@ -8,7 +8,7 @@ from AnyQt.QtCore import ( Qt, QSize, pyqtSignal as Signal, QSortFilterProxyModel, QThread, QObject, - pyqtSlot as Slot, QCoreApplication, QTimer + pyqtSlot as Slot, QTimer ) from AnyQt.QtGui import QStandardItemModel, QStandardItem, QColor, QBrush, QPen from AnyQt.QtWidgets import ( @@ -640,5 +640,3 @@ def mousePressEvent(self, event): super().mousePressEvent(event) if not event.isAccepted(): self.handler() - - diff --git a/Orange/widgets/visualize/utils/component.py b/Orange/widgets/visualize/utils/component.py new file mode 100644 index 00000000000..8e6a36b30aa --- /dev/null +++ b/Orange/widgets/visualize/utils/component.py @@ -0,0 +1,115 @@ +"""Common gui.OWComponent components.""" +from AnyQt.QtCore import Qt + +from Orange.widgets.visualize.owscatterplotgraph import OWScatterPlotBase +from Orange.widgets.visualize.utils.plotutils import ( + MouseEventDelegate, VizInteractiveViewBox +) + + +class OWVizGraph(OWScatterPlotBase): + """Class is used as a graph base class for OWFreeViz and OWRadviz.""" + DISTANCE_DIFF = 0.08 + + def __init__(self, scatter_widget, parent, view_box=VizInteractiveViewBox): + super().__init__(scatter_widget, parent, view_box) + self._attributes = () + self._points = None + self._point_items = None + self._circle_item = None + self._indicator_item = None + self._tooltip_delegate = MouseEventDelegate(self.help_event, + self.show_indicator_event) + self.plot_widget.scene().installEventFilter(self._tooltip_delegate) + self.view_box.sigResized.connect(self.update_density) + + def set_attributes(self, attributes): + self._attributes = attributes + + def set_point(self, i, x, y): + self._points[i][0] = x + self._points[i][1] = y + + def set_points(self, points): + self._points = points + + def get_points(self): + return self._points + + def update_coordinates(self): + super().update_coordinates() + self.update_items() + self.set_view_box_range() + self.view_box.setAspectLocked(True, 1) + + def reset_button_clicked(self): + self.set_view_box_range() + + def set_view_box_range(self): + raise NotImplementedError + + def can_show_indicator(self, pos): + raise NotImplementedError + + def show_indicator(self, point_i): + self._update_indicator_item(point_i) + + def show_indicator_event(self, ev): + scene = self.plot_widget.scene() + if self.scatterplot_item is None or scene.drag_tooltip.isVisible(): + return False + if self.view_box.mouse_state == 1: + return True + + pos = self.scatterplot_item.mapFromScene(ev.scenePos()) + can_show, point_i = self.can_show_indicator(pos) + if can_show: + self._update_indicator_item(point_i) + if self.view_box.mouse_state == 0: + self.view_box.setCursor(Qt.OpenHandCursor) + else: + if self._indicator_item is not None: + self.plot_widget.removeItem(self._indicator_item) + self._indicator_item = None + self.view_box.setCursor(Qt.ArrowCursor) + return True + + def update_items(self): + self._update_point_items() + self._update_circle_item() + + def _update_point_items(self): + self._remove_point_items() + self._add_point_items() + + def _update_circle_item(self): + self._remove_circle_item() + self._add_circle_item() + + def _update_indicator_item(self, point_i): + self._remove_indicator_item() + self._add_indicator_item(point_i) + + def _remove_point_items(self): + if self._point_items is not None: + self.plot_widget.removeItem(self._point_items) + self._point_items = None + + def _remove_circle_item(self): + if self._circle_item is not None: + self.plot_widget.removeItem(self._circle_item) + self._circle_item = None + + def _remove_indicator_item(self): + if self._indicator_item is not None: + self.plot_widget.removeItem(self._indicator_item) + self._indicator_item = None + + def _add_point_items(self): + raise NotImplementedError + + def _add_circle_item(self): + raise NotImplementedError + + def _add_indicator_item(self, point_i): + raise NotImplementedError diff --git a/Orange/widgets/visualize/utils/plotutils.py b/Orange/widgets/visualize/utils/plotutils.py index 9d81b6bded6..355463ea81e 100644 --- a/Orange/widgets/visualize/utils/plotutils.py +++ b/Orange/widgets/visualize/utils/plotutils.py @@ -1,11 +1,17 @@ import numpy as np -from AnyQt.QtWidgets import QGraphicsLineItem -from AnyQt.QtCore import QRectF, QLineF +from AnyQt.QtCore import ( + QRectF, QLineF, QObject, QEvent, Qt, pyqtSignal as Signal +) from AnyQt.QtGui import QTransform +from AnyQt.QtWidgets import ( + QGraphicsLineItem, QGraphicsSceneMouseEvent, QPinchGesture +) import pyqtgraph as pg +from Orange.widgets.utils.plot import SELECT, PANNING, ZOOMING + class TextItem(pg.TextItem): if not hasattr(pg.TextItem, "setAnchor"): @@ -98,3 +104,182 @@ def __updateLayout(self): self._arrow.setPos(self._spine.line().p2()) self._arrow.setRotation(180 - angle) + + +class HelpEventDelegate(QObject): + def __init__(self, delegate, parent=None): + super().__init__(parent) + self.delegate = delegate + + def eventFilter(self, obj, event): + if event.type() == QEvent.GraphicsSceneHelp: + return self.delegate(event) + else: + return False + + +class MouseEventDelegate(HelpEventDelegate): + def __init__(self, delegate, delegate2, parent=None): + self.delegate2 = delegate2 + super().__init__(delegate, parent=parent) + + def eventFilter(self, obj, ev): + if isinstance(ev, QGraphicsSceneMouseEvent): + self.delegate2(ev) + return super().eventFilter(obj, ev) + + +class InteractiveViewBox(pg.ViewBox): + def __init__(self, graph, enable_menu=False): + self.init_history() + pg.ViewBox.__init__(self, enableMenu=enable_menu) + self.graph = graph + self.setMouseMode(self.PanMode) + self.grabGesture(Qt.PinchGesture) + + def _dragtip_pos(self): + return 10, 10 + + def safe_update_scale_box(self, buttonDownPos, currentPos): + x, y = currentPos + if buttonDownPos[0] == x: + x += 1 + if buttonDownPos[1] == y: + y += 1 + self.updateScaleBox(buttonDownPos, pg.Point(x, y)) + + # noinspection PyPep8Naming,PyMethodOverriding + def mouseDragEvent(self, ev, axis=None): + if self.graph.state == SELECT and axis is None: + ev.accept() + pos = ev.pos() + if ev.button() == Qt.LeftButton: + self.safe_update_scale_box(ev.buttonDownPos(), ev.pos()) + scene = self.scene() + dragtip = scene.drag_tooltip + if ev.isFinish(): + dragtip.hide() + self.rbScaleBox.hide() + pixel_rect = QRectF(ev.buttonDownPos(ev.button()), pos) + value_rect = self.childGroup.mapRectFromParent(pixel_rect) + self.graph.select_by_rectangle(value_rect) + else: + dragtip.setPos(*self._dragtip_pos()) + dragtip.show() # although possibly already shown + self.safe_update_scale_box(ev.buttonDownPos(), ev.pos()) + elif self.graph.state == ZOOMING or self.graph.state == PANNING: + ev.ignore() + super().mouseDragEvent(ev, axis=axis) + else: + ev.ignore() + + def updateAutoRange(self): + # indirectly called by the autorange button on the graph + super().updateAutoRange() + self.tag_history() + + def tag_history(self): + #add current view to history if it differs from the last view + if self.axHistory: + currentview = self.viewRect() + lastview = self.axHistory[self.axHistoryPointer] + inters = currentview & lastview + united = currentview.united(lastview) + if inters.width()*inters.height()/(united.width()*united.height()) > 0.95: + return + self.axHistoryPointer += 1 + self.axHistory = self.axHistory[:self.axHistoryPointer] + \ + [self.viewRect()] + + def init_history(self): + self.axHistory = [] + self.axHistoryPointer = -1 + + def autoRange(self, padding=None, items=None, item=None): + super().autoRange(padding=padding, items=items, item=item) + self.tag_history() + + def suggestPadding(self, axis): #no padding so that undo works correcty + return 0. + + def scaleHistory(self, d): + self.tag_history() + super().scaleHistory(d) + + def mouseClickEvent(self, ev): + if ev.button() == Qt.RightButton: # undo zoom + self.scaleHistory(-1) + else: + ev.accept() + self.graph.unselect_all() + + def sceneEvent(self, event): + if event.type() == QEvent.Gesture: + return self.gestureEvent(event) + return super().sceneEvent(event) + + def gestureEvent(self, event): + gesture = event.gesture(Qt.PinchGesture) + if gesture.state() == Qt.GestureStarted: + event.accept(gesture) + elif gesture.changeFlags() & QPinchGesture.ScaleFactorChanged: + center = self.mapSceneToView(gesture.centerPoint()) + scale_prev = gesture.lastScaleFactor() + scale = gesture.scaleFactor() + if scale_prev != 0: + scale = scale / scale_prev + if scale > 0: + self.scaleBy((1 / scale, 1 / scale), center) + elif gesture.state() == Qt.GestureFinished: + self.tag_history() + + return True + + +class VizInteractiveViewBox(InteractiveViewBox): + started = Signal() + moved = Signal() + finished = Signal() + + def __init__(self, graph, enable_menu=False): + self.mouse_state = 0 + self.point_i = None + super().__init__(graph, enable_menu) + + def mousePressEvent(self, ev): + super().mousePressEvent(ev) + pos = self.childGroup.mapFromParent(ev.pos()) + if self.graph.can_show_indicator(pos)[0]: + self.setCursor(Qt.ClosedHandCursor) + + def mouseDragEvent(self, ev, axis=None): + pos = self.childGroup.mapFromParent(ev.pos()) + can_show, point_i = self.graph.can_show_indicator(pos) + if ev.button() != Qt.LeftButton or (ev.start and not can_show): + self.mouse_state = 2 + if self.mouse_state == 2: + if ev.finish: + self.mouse_state = 0 + super().mouseDragEvent(ev, axis) + return + + ev.accept() + if ev.start: + self.setCursor(Qt.ClosedHandCursor) + self.mouse_state = 1 + self.point_i = point_i + self.started.emit() + + if self.mouse_state == 1: + self.graph.set_point(self.point_i, pos.x(), pos.y()) + if ev.finish: + self.setCursor(Qt.OpenHandCursor) + self.mouse_state = 0 + self.finished.emit() + else: + self._show_tooltip(ev) + self.moved.emit() + self.graph.show_indicator(self.point_i) + + def _show_tooltip(self, ev): + pass diff --git a/Orange/widgets/widget.py b/Orange/widgets/widget.py index f8bef6a2343..43a32656706 100644 --- a/Orange/widgets/widget.py +++ b/Orange/widgets/widget.py @@ -9,10 +9,11 @@ from AnyQt.QtWidgets import ( QWidget, QDialog, QVBoxLayout, QSizePolicy, QApplication, QStyle, QShortcut, QSplitter, QSplitterHandle, QPushButton, QStatusBar, - QProgressBar, QAction + QProgressBar, QAction, QWIDGETSIZE_MAX ) from AnyQt.QtCore import ( - Qt, QByteArray, QDataStream, QBuffer, QSettings, QUrl, pyqtSignal as Signal + Qt, QRect, QMargins, QByteArray, QDataStream, QBuffer, QSettings, + QUrl, pyqtSignal as Signal ) from AnyQt.QtGui import QIcon, QKeySequence, QDesktopServices @@ -235,12 +236,13 @@ def __new__(cls, *args, captionTitle=None, **kwargs): self.controlArea.setFocus(Qt.ActiveWindowFocusReason) if self.__splitter is not None: - self.__splitter.controlAreaVisibilityChanged.connect( - self.storeControlAreaVisibility) + self.__splitter.handleClicked.connect( + self.__toggleControlArea + ) sc = QShortcut( QKeySequence(Qt.ControlModifier | Qt.ShiftModifier | Qt.Key_D), - self) - sc.activated.connect(self.__splitter.flip) + self, autoRepeat=False) + sc.activated.connect(self.__toggleControlArea) return self # pylint: disable=super-init-not-called @@ -268,12 +270,20 @@ def get_flags(cls): else Qt.Dialog | Qt.MSWindowsFixedSizeDialogHint) class _Splitter(QSplitter): - controlAreaVisibilityChanged = Signal(int) + handleClicked = Signal() def _adjusted_size(self, size_method): size = size_method(super())() + parent = self.parentWidget() + if isinstance(parent, OWWidget) \ + and not parent.controlAreaVisible \ + and self.count() > 1: + indices = range(1, self.count()) + else: + indices = range(0, self.count()) + height = max((size_method(self.widget(i))().height() - for i in range(self.count()) if self.sizes()[i]), + for i in indices), default=0) size.setHeight(height) return size @@ -289,26 +299,11 @@ def createHandle(self): return self._Handle( self.orientation(), self, cursor=Qt.PointingHandCursor) - def flip(self): - if self.count() == 1: # Prevent hiding control area by shortcut - return - self.setControlAreaVisible(not self.controlAreaVisible()) - - def setControlAreaVisible(self, visible): - if self.controlAreaVisible() == visible: - return - self.setSizes([int(visible), 100000]) - self.controlAreaVisibilityChanged.emit(visible) - self.updateGeometry() - - def controlAreaVisible(self): - return bool(self.sizes()[0]) - class _Handle(QSplitterHandle): def mouseReleaseEvent(self, event): """Resize on left button""" if event.button() == Qt.LeftButton: - self.splitter().flip() + self.splitter().handleClicked.emit() super().mouseReleaseEvent(event) def mouseMoveEvent(self, event): @@ -458,6 +453,71 @@ def _(val): margins.setBottom(sb.sizeHint().height()) self.setContentsMargins(margins) + def __toggleControlArea(self): + if self.__splitter is None or self.__splitter.count() < 2: + return + self.__setControlAreaVisible(not self.__splitter.sizes()[0]) + + def __setControlAreaVisible(self, visible): + # type: (bool) -> None + if self.__splitter is None or self.__splitter.count() < 2: + return + self.controlAreaVisible = visible + splitter = self.__splitter # type: QSplitter + w = splitter.widget(0) + # Set minimum width to 1 (overrides minimumSizeHint) when control area + # is not visible to allow the main area to shrink further. Reset the + # minimum width with a 0 if control area is visible. + w.setMinimumWidth(int(not visible)) + + sizes = splitter.sizes() + current_size = sizes[0] + if bool(current_size) == visible: + return + + current_width = w.width() + geom = self.geometry() + frame = self.frameGeometry() + framemargins = QMargins( + frame.left() - geom.left(), + frame.top() - geom.top(), + frame.right() - geom.right(), + frame.bottom() - geom.bottom() + ) + splitter.setSizes([int(visible), QWIDGETSIZE_MAX]) + if not self.isWindow() or \ + self.windowState() not in [Qt.WindowNoState, Qt.WindowActive]: + # not a window or not in state where we can move move/resize + return + + # force immediate resize recalculation + splitter.refresh() + self.layout().invalidate() + self.layout().activate() + + if visible: + # move left and expand by the exposing widget's width + diffx = -w.width() + diffw = w.width() + else: + # move right and shrink by the collapsing width + diffx = current_width + diffw = -current_width + newgeom = QRect( + geom.x() + diffx, geom.y(), geom.width() + diffw, geom.height() + ) + # bound/move by available geometry + bounds = QApplication.desktop().availableGeometry(self) + bounds = bounds.adjusted( + framemargins.left(), framemargins.top(), + -framemargins.right(), -framemargins.bottom() + ) + newsize = newgeom.size().boundedTo(bounds.size()) + newgeom = QRect(newgeom.topLeft(), newsize) + newgeom.moveLeft(max(newgeom.left(), bounds.left())) + newgeom.moveRight(min(newgeom.right(), bounds.right())) + self.setGeometry(newgeom) + def save_graph(self): """Save the graph with the name given in class attribute `graph_name`. @@ -476,9 +536,6 @@ def copy_to_clipboard(self): return ClipboardFormat.write_image(None, graph_obj) - def storeControlAreaVisibility(self, visible): - self.controlAreaVisible = visible - def __restoreWidgetGeometry(self, geometry): # type: (bytes) -> bool def _fullscreen_to_maximized(geometry): @@ -570,6 +627,22 @@ def closeEvent(self, event): self.__updateSavedGeometry() QDialog.closeEvent(self, event) + def setVisible(self, visible): + # type: (bool) -> None + """Reimplemented from `QDialog.setVisible`.""" + if visible: + # Force cached size hint invalidation ... The size hints are + # sometimes not properly invalidated via the splitter's layout and + # nested left_part -> controlArea layouts. This causes bad initial + # size when the widget is first shown. + if self.controlArea is not None: + self.controlArea.updateGeometry() + if self.buttonsArea is not None: + self.buttonsArea.updateGeometry() + if self.mainArea is not None: + self.mainArea.updateGeometry() + super().setVisible(visible) + def showEvent(self, event): """Overloaded to restore the geometry when the widget is shown """ @@ -577,7 +650,7 @@ def showEvent(self, event): if self.save_position and not self.__was_restored: # Restore saved geometry on (first) show if self.__splitter is not None: - self.__splitter.setControlAreaVisible(self.controlAreaVisible) + self.__setControlAreaVisible(self.controlAreaVisible) if self.savedWidgetGeometry is not None: self.__restoreWidgetGeometry(bytes(self.savedWidgetGeometry)) self.__was_restored = True @@ -796,7 +869,7 @@ def saveGeometryAndLayoutState(self): stream = QDataStream(data, QBuffer.WriteOnly) stream.writeUInt32(version) stream.writeUInt16((have_spliter << 1) | splitter_state) - stream << self.saveGeometry() + stream <<= self.saveGeometry() return data def restoreGeometryAndLayoutState(self, state): @@ -824,11 +897,13 @@ def restoreGeometryAndLayoutState(self, state): has_spliter = splitter_state & 0x2 splitter_state = splitter_state & 0x1 if has_spliter and self.__splitter is not None: - self.__splitter.setControlAreaVisible(bool(splitter_state)) + self.__setControlAreaVisible(bool(splitter_state)) geometry = QByteArray() - stream >> geometry + stream >>= geometry if stream.status() == QDataStream.Ok: - return self.__restoreWidgetGeometry(bytes(geometry)) + state = self.__restoreWidgetGeometry(bytes(geometry)) + self.__was_restored = self.__was_restored or state + return state else: return False # pragma: no cover diff --git a/appveyor.yml b/appveyor.yml index 16a8bac72ea..536913b7a17 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -21,19 +21,9 @@ environment: BUILD_GLOBAL_OPTIONS: build -j1 BUILD_ENV: wheel==0.29.0 pip==9.0.1 numpy==1.9.3 # SIP 4.19.4+ with PyQt5==5.9.1+ segfault our tests (GH-2756) - TEST_ENV: sip==4.19.6 PyQt5==5.9.2 numpy==1.12.1 scipy==1.0.0b1 scikit-learn pandas==0.21.1 + TEST_ENV: sip==4.19.6 PyQt5==5.9.2 numpy~=1.14.0 scipy~=1.0.0 scikit-learn pandas==0.21.1 matrix: - - PYTHON: C:\Python34 - BUILD_GLOBAL_OPTIONS: build - # override test env for Py34; test with PyQt4 and legacy scipy - # from the 'super' installer. - TEST_ENV: numpy==1.12.1 scipy==0.16.1 scikit-learn PyQt4==4.11.4 - - - PYTHON: C:\Python34-x64 - BUILD_GLOBAL_OPTIONS: build - TEST_ENV: numpy==1.12.1 scipy==1.0.0b1 scikit-learn PyQt5==5.5.1 - - PYTHON: C:\Python35 - PYTHON: C:\Python35-x64 @@ -42,6 +32,15 @@ environment: - PYTHON: C:\Python36-x64 + - PYTHON: C:\Python37 + BUILD_ENV: wheel==0.29.0 pip~=9.0.1 numpy~=1.14.0 + # PyQt5 >= 5.11 32-bit no longer contains QtWebEngine + TEST_ENV: PyQt5~=5.10.0 numpy~=1.14.0 scipy~=1.1.0 scikit-learn pandas + + - PYTHON: C:\Python37-x64 + BUILD_ENV: wheel==0.29.0 pip~=9.0.1 numpy~=1.14.0 + TEST_ENV: PyQt5~=5.11.1 numpy~=1.14.0 scipy~=1.1.0 scikit-learn pandas + cache: - '%LOCALAPPDATA%\pip\cache -> appveyor.yml' @@ -52,7 +51,7 @@ install: - echo [install]> pip.ini - echo find-links =>> pip.ini - echo https://orange.biolab.si/download/files/wheelhouse/>> pip.ini - - echo only-binary = numpy,scipy,bottleneck,scikit-learn>> pip.ini + - echo only-binary = numpy,scipy,scikit-learn>> pip.ini - set "PIP_CONFIG_FILE=%CD%\pip.ini" - type %PIP_CONFIG_FILE% diff --git a/conda-recipe/meta.yaml b/conda-recipe/meta.yaml index fde79d76a3b..f3a4de6b67b 100644 --- a/conda-recipe/meta.yaml +++ b/conda-recipe/meta.yaml @@ -50,6 +50,7 @@ requirements: - python.app # [osx] - commonmark - serverfiles + - matplotlib >=2.0.0 test: # Python imports diff --git a/distribute/icon-256.png b/distribute/icon-256.png index 83f677d836220c2e11037ccde67480b0be3e5b94..05a666671d1994a46e9bbfd3c8237b7889a14b1f 100644 GIT binary patch literal 36793 zcmc$lWkVcI)2J7BNpQCW*Whjef&{nVk_2}M&f+e?-Q6L$F7EE`Zj0*z@7~Y(5vQ*Y zvtN3;s=BJCs%JJ#Sy2W9l^7KO0AR>|`>F~6z(9Y(0I(6E7xW$H&(I5^iM-5L=oLDi zB-?-hfGg$-~Zdoon%eQefg z1lK5R=1x;ZMOL^BCMPcr;jf_WIL6bMOSacogRaQIG7SY<;K*Q);m}|n%f4wWU284Xg#^niHx4R_4a@xy}YI*MMR=_zxHgz$JGAX!3ZZx zEishZkCNgBsH=bReZ+jldSW(9@M88+6VZG#5aF2`A#<$@b{ssf6}MRb5dcIQ8icz- zoVa?vz8b-MdNeQdisUD@W7kg5tjLQaQ^5e>C8}eK_8CZs+(c67uyrVi@PxfzpML~) z%xDo+$~;PtB2lhQc_VjOewPOrM<0j)z@xqI61-Oc0C&(DAOY`USVQcM*fq3Tjoy)r zTrL~dUIG=?sJb3jOviQ>mc5q;ON`j41)h?-HUZ%;sxIws=ge#kGKE0^%0fShqF~n0 zpqe9@d$TkTHgk7sfvnVL-CSY-BV!n)>+QvrVP0a$(4b-q42%dX;y22#g%A8YtHC6I zp2J`UfCTF+HDEifk;0eV5C^VHCXWr!&}RbJ`-Kl6UQ4ho{~Bh51V}EB09gOK1N^03 zl?F`p%mBn3*&_grHV!s`f(O$km~W%jd9Qt>f1@ZgoBqaxq>ajel$XV7Udx@GN=xYd zECD6$u|s6-HPRwX0&*gq4VWabk%U2^@J~ubje6U{9Ef6LyUea(Z;G6q6985uF(KDbC!f}0d$mdO*eF;0dyQp4a%S55X z5{D6R#4X1g5H2U32i3ot+fjyXq<1&rNnhl?VR%rbl$;n}mnaD?6fYwkfE-VX2|y;O zcLA8w*DJS9*x^zQW!|!v3;H^5I1_Xw@fKnF-o?;^>j`|eyr1}ZeH?bXW&Rmsf5>re z&`>}7pH}#NljAQ#W>OQwgPn0+kT0%sqaT7p3jth$>luK+Iz@e$z~U7fKmraqqrO(6 zy3q~{AX~=?X2~aX71ij4vkc%{S;(Pug0^0#Ei%!{LJ`w95-h$ZR9Ie~7e}lPC-zyF z+V!z&bJ*;>*iVj-JG=vwGr;@c031k+If ziRnq;#qScUl19?QpiWC4zP3%W$71Uo_F&Y+x*X)3w>3v1<}~|C>8tz|NCrR}VbrHf z+!PA_$CP554r7ECT7_ox zL|b4qVrSr?A)+WuO#<&j!KhD`$O|_QP##v_!`w8^^;)3I_R^aXX?dxy6y62&C9w_y z2tVJewX)j5qctmHy44E}{Ak0O0OFn;82P?{zb;Pi`wc2ZJvi%AHs;@zv7_XfvVcNG zVbKcwRDaYY)HcS``re1u=suI6YxQ}}xUma;yjd0r0g8H-al3W*Vs2-nt>cIoEE(79#Ka7zmc!>%5(6}Um+Vyld zVDvVeVoX2x`!%AOyKKrroE40(TmO|jKn{%{p=vaJsBB8GSLnIhHL9w9D0S&)I0h3B zds8&aZ(EEc7KcM--Gte47W3wE7UUHW8Fd3tGSSOmqE>KAP9^k^OE1f*`2Ov- z^*wxzc8@4*jg&Mn0rH(hXLNA77%Gs#Uw>|8_b8~R;kA7P8`1d)s)yWMJKW3^T%%D$ zXaMS`TciQV5u{~sTXIf?r+L>I4K3igYwWG--OI{gY5N7?z3^TWH+A8Y&;v5|4>YNO zyZj~h#K7XJ38;)0VY|z3Oo}spSbJ_3AM66SZ!hQo#|L@;J1qDauWH3f| zm}m$!tf6U8!9>SmV+;odC6Lz&oVnHi(Ln>zgkUckG~ifaZe)c_T(Kp%v+pHgwT%X_ zF$Oom1O{PVXLR`CqDPhej^lc~Q0@k}Q>4~4=a%iFc=s#)PnRFR z(vU@ZNsE3&{_UN`wp>Rsq1eV3WnA|No0@!P^X2BLAn|o^nTy@CdluSA_%X%mlPr!| zSe_dv{9p8PQMo?06c3r9?FfP=*5gO2nPN}X0NZi1W`O3LDleY^SX*|sXO?@o_M;b~6X zQ-(0<&gmsWyVKcFr4V%=OUw#!lhAI~q2-@vJsfyJ*7~e_dQvYvvS(eg1Y3j`s&$S; 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widgets/data/select-by-data-index widgets/data/paintdata widgets/data/pythonscript widgets/data/featureconstructor @@ -112,6 +113,7 @@ Unsupervised widgets/unsupervised/savedistancematrix widgets/unsupervised/hierarchicalclustering widgets/unsupervised/kmeansclustering + widgets/unsupervised/louvainclustering widgets/unsupervised/mds widgets/unsupervised/manifoldlearning diff --git a/doc/visual-programming/source/widgets/data/datasampler.rst b/doc/visual-programming/source/widgets/data/datasampler.rst index 758c1b8a069..48cbec2c54e 100644 --- a/doc/visual-programming/source/widgets/data/datasampler.rst +++ b/doc/visual-programming/source/widgets/data/datasampler.rst @@ -14,53 +14,44 @@ Outputs out-of-sample data -The **Data Sampler** widget implements several means of sampling data from -an input channel. It outputs a sampled and a complementary -dataset (with instances from the input set that are not included in the -sampled dataset). The output is processed after the input dataset is -provided and *Sample Data* is pressed. +The **Data Sampler** widget implements several data sampling methods. It outputs a sampled and a complementary dataset (with instances from the input set that are not included in the sampled dataset). The output is processed after the input dataset is provided and *Sample Data* is pressed. .. figure:: images/DataSampler-stamped.png + :scale: 50% -1. Information on the input and output dataset +1. Information on the input and output dataset. 2. The desired sampling method: - - **Fixed proportion of data** returns a selected percentage of the - entire data (e.g. 70% of all the data) - - **Fixed sample size** returns a selected number of data instances - with a chance to set *Sample with replacement*, which always samples - from the entire dataset (does not subtract instances already in - the subset). With replacement, you can generate more instances than - available in the input dataset. - - `Cross Validation `_ - partitions data instances into complementary subsets, where you can - select the number of folds (subsets) and which fold you want to - use as a sample. - + - **Fixed proportion of data** returns a selected percentage of the entire data (e.g. 70% of all the data) + - **Fixed sample size** returns a selected number of data instances with a chance to set *Sample with replacement*, which always samples from the entire dataset (does not subtract instances already in the subset). With replacement, you can generate more instances than available in the input dataset. + - `Cross Validation `_ partitions data instances into complementary subsets, where you can select the number of folds (subsets) and which fold you want to use as a sample. + - `Bootstrap `_ infers the sample from the population statistic. 3. *Replicable sampling* maintains sampling patterns that can be carried - across users, while *stratification* mimics the composition of the + across users, while *stratify sample* mimics the composition of the input dataset. -4. Produce a report. -5. Press *Sample data* to output the data sample. +4. Press *Sample Data* to output the data sample. Examples -------- -First, let's see how the **Data Sampler** works. Let's look at the -information on the original dataset in the :doc:`Data Info <../data/datainfo>` widget. We see -there are 24 instances in the data (we used *lenses.tab*). We sampled -the data with the **Data Sampler** widget and we chose to go with a fixed -sample size of 5 instances for simplicity. We can observe the sampled -data in the :doc:`Data Table <../data/datatable>` widget. The second :doc:`Data Table <../data/datatable>` shows the -remaining 19 instances that weren't in the sample. +First, let's see how the **Data Sampler** works. We will use the *iris* data from the :doc:`File <../data/file>` widget. We see there are 150 instances in the data. We sampled the data with the **Data Sampler** widget and we chose to go with a fixed sample size of 5 instances for simplicity. We can observe the sampled data in the :doc:`Data Table <../data/datatable>` widget (Data Table (in-sample)). The second :doc:`Data Table <../data/datatable>` (Data Table (out-of-sample)) shows the remaining 145 instances that weren't in the sample. To output the out-of-sample data, double-click the connection between the widgets and rewire the output to *Remaining Data --> Data*. .. figure:: images/DataSampler-Example1.png -In the workflow below, we have sampled 10 data instances from the *Iris* -dataset and sent the original data and the sample to :doc:`Scatter Plot <../visualize/scatterplot>` -widget for exploratory data analysis. The sampled data instances are plotted -with filled circles, while the original dataset is represented with -empty circles. +Now, we will use the **Data Sampler** to split the data into training and testing part. We are using the *iris* data, which we loaded with the :doc:`File <../data/file>` widget. In **Data Sampler**, we split the data with *Fixed proportion of data*, keeping 70% of data instances in the sample. + +Then we connected two outputs to the :doc:`Test & Score <../evaluation/testandscore>` widget, *Data Sample --> Data* and *Remaining Data --> Test Data*. Finally, we added :doc:`Logistic Regression <../model/logisticregression>` as the learner. This runs logistic regression on the Data input and evaluates the results on the Test Data. + +.. figure:: images/DataSampler-Example2.png + +Over/Undersampling +------------------ + +**Data Sampler** can also be used to oversample a minority class or undersample majority class in the data. Let us show an example for oversampling. First, separate the minority class using a :doc:`Select Rows <../data/selectrows>` widget. We are using the *iris* data from the :doc:`File <../data/file>` widget. The data set has 150 data instances, 50 of each class. Let us oversample, say, *iris-setosa*. + +In **Select Rows**, set the condition to *iris is iris-setosa*. This will output 50 instances of the *iris-setosa* class. Now, connect *Matching Data* into the **Data Sampler**, select *Fixed sample size*, set it to, say, 100 and select *Sample with replacement*. Upon pressing *Sample Data*, the widget will output 100 instances of *iris-setosa* class, some of which will be duplicated (because we used *Sample with replacement*). + +Finally, use :doc:`Concatenate <../data/concatenate>` to join the oversampled instances and the *Unmatched Data* output of the **Select Rows** widget. This outputs a data set with 200 instances. We can observe the final results in the :doc:`Distributions <../visualize/distributions>`. -.. figure:: images/DataSampler-Example.png +.. figure:: images/DataSampler-Example-OverUnderSampling.png diff --git a/doc/visual-programming/source/widgets/data/editdomain.rst b/doc/visual-programming/source/widgets/data/editdomain.rst index 3ffb348fa32..d878f8eda9c 100644 --- a/doc/visual-programming/source/widgets/data/editdomain.rst +++ b/doc/visual-programming/source/widgets/data/editdomain.rst @@ -16,30 +16,16 @@ This widget can be used to edit/change a dataset's domain. .. figure:: images/EditDomain-stamped.png -1. All features (including meta attributes) from the input dataset are - listed in the *Domain Features* list in the box on the left. - Selecting one feature displays an editor on the right. -2. The name of the feature can be changed in the *Name* line edit. For - *Discrete* features, value names can also be changed in the *Values* - list box. Additonal feature annotations can be added/removed/edited - in the *Labels* box. To add a new label, click the "+" button and add - the *Key* and *Value* columns for the new entry. Selecting an - existing label and pressing "-" will remove the annotation. -3. To revert the changes made to the feature, press the *Reset Selected* - button in the *Reset* box while the feature is selected in the - *Domain Features* list. Pressing *Reset All* will reset all features - in the domain at the same time. -4. Pressing the *Apply* button will send the changed domain dataset to the - output channel. +1. All features (including meta attributes) from the input dataset are listed in the *Variables* list. Selecting one feature displays an editor on the right. +2. Change the name of the feature. +3. Change the value names for discrete features in the *Values* list box. Double-click to edit the name. To reorder the values (for example to display them in :doc:`Distributions <../visualize/distributions>`), use the up and down keys at the bottom of the box. To add or remove a value, use + and - buttons. +4. Additional feature annotations can be added, removed or edited in the *Labels* box. Add a new label with the + button and add the *Key* and *Value* for the new entry. Key will be displayed in the top left corner of the :doc:`Data Table <../data/datatable>`, while values will appear below the specified column. Remove an existing label with the - button. +5. To revert the changes made to the selected feature, press the *Reset Selected* button while the feature is selected in the *Variables* list. Pressing *Reset All* will remove all the changes to the domain. +6. Press *Apply* to send the new domain to the output. Example ------- -Below, we demonstrate how to simply edit an existing domain. We selected the -*lenses.tab* dataset and edited the *perscription* attribute. Where in -the original we had the values *myope* and *hypermetrope*, we changed it -into *nearsightedness* and *farsightedness* instead. For an easier -comparison, we fed both the original and edited data into the :doc:`Data -Table <../data/datatable>` widget. +Below, we demonstrate how to simply edit an existing domain. We selected the *heart_disease.tab* dataset and edited the *gender* attribute. Where in the original we had the values *female* and *male*, we changed it into *F* for female and *M* for male. Then we used the down key to switch the order of the variables. Finally, we added a label to mark that the attribute is binary. We can observe the edited data in the :doc:`Data Table <../data/datatable>` widget. .. figure:: images/EditDomain-Example.png diff --git a/doc/visual-programming/source/widgets/data/file.rst b/doc/visual-programming/source/widgets/data/file.rst index 95568ed2b52..1c44535c388 100644 --- a/doc/visual-programming/source/widgets/data/file.rst +++ b/doc/visual-programming/source/widgets/data/file.rst @@ -24,7 +24,7 @@ The widget reads data from Excel (**.xlsx**), simple tab-delimited 1. Browse through previously opened data files, or load any of the sample ones. 2. Browse for a data file. 3. Reloads currently selected data file. -4. Insert data from URL adresses, including data from Google Sheets. +4. Insert data from URL addresses, including data from Google Sheets. 5. Information on the loaded dataset: dataset size, number and types of data features. 6. Additional information on the features in the dataset. Features can be edited by double-clicking on them. The user can change the attribute names, select the type of variable per each attribute (*Continuous*, *Nominal*, *String*, *Datetime*), and choose how to further define the attributes (as *Features*, *Targets* or *Meta*). The user can also decide to ignore an attribute. 7. 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In this widget, you can immediately discretize continuous -values or continuize discrete ones, impute missing values, select -relevant features or center and scale them. Basically, this widget -combines four separate widgets for simpler processing. +Preprocessing is crucial for achieving better-quality analysis results. The **Preprocess** widget offers several preprocessing methods that can be combined in a single preprocessing pipeline. Some methods are available as separate widgets, which offer advanced techniques and greater parameter tuning. .. figure:: images/Preprocess-stamped.png -1. List of preprocessors. You drag the preprocessors you wish to use to the right side of the widget. -2. When the box is ticked (*Send Automatically*), the widget will - communicate changes automatically. Alternatively, click *Send*. -3. Access help and produce a report. +1. List of preprocessors. Double click the preprocessors you wish to use and shuffle their order by dragging them up or down. You can also add preprocessors by dragging them from the left menu to the right. +2. Preprocessing pipeline. +3. When the box is ticked (*Send Automatically*), the widget will communicate changes automatically. Alternatively, click *Send*. Preprocessors ------------- -.. figure:: images/Preprocess-cont.png +.. figure:: images/Preprocess1-stamped.png -- Discretization of continuous values: +1. Discretization of continuous values: - `Entropy-MDL discretization `_ by Fayyad and Irani that uses `expected information `_ to determine bins - - Equal frequency discretization splits by frequency (same number of instances in each bin. - - Equal width discretization creates bins of equal width (span of each bin is the same). - - Remove numeric/continuous features altogether. + - *Equal frequency discretization* splits by frequency (same number of instances in each bin. + - *Equal width discretization* creates bins of equal width (span of each bin is the same). + - *Remove numeric features* altogether. -- Continuization of discrete values: +2. Continuization of discrete values: - - Most frequent is base treats the most frequent discrete value as 0 and others as 1. The discrete attributes with more than 2 values, the most frequent will be considered as a base and contrasted with remaining values in corresponding columns. - - One feature per value creates columns for each value, place 1 where an instance has that value and 0 where it doesn't. Essentially `One Hot Encoding `_. - - Remove non-binary features retains only categorical features that have values of either 0 or 1 and transforms them into continuous. - - Remove categorical features removes categorical features altogether. - - Treat as ordinal takes discrete values and treats them as numbers. If discrete values are categories, each category will be asssigned a number as they appear in the data. - - Divide by number of values is similar to treat as ordinal, but the final values will be divided by the total number of values and hence the range of the new continuous variable will be [0, 1]. + - *Most frequent as base* treats the most frequent discrete value as 0 and others as 1. The discrete attributes with more than 2 values, the most frequent will be considered as a base and contrasted with remaining values in corresponding columns. + - *One feature per value* creates columns for each value, place 1 where an instance has that value and 0 where it doesn't. Essentially `One Hot Encoding `_. + - *Remove non-binary features* retains only categorical features that have values of either 0 or 1 and transforms them into continuous. + - *Remove categorical features* removes categorical features altogether. + - *Treat as ordinal* takes discrete values and treats them as numbers. If discrete values are categories, each category will be assigned a number as they appear in the data. + - *Divide by number of values* is similar to treat as ordinal, but the final values will be divided by the total number of values and hence the range of the new continuous variable will be [0, 1]. -- Impute missing values: +3. Impute missing values: - - Replace missing values (NaN) with the average (for continuous) or most frequent (for discrete) value. - - Replace missing values with random values within the range of the existing value. - - Remove rows with missing values. + - *Average/Most frequent* replaces missing values (NaN) with the average (for continuous) or most frequent (for discrete) value. + - *Replace with random value* replaces missing values with random ones within the range of each variable. + - *Remove rows with missing values*. -- Select relevant features: +4. Select relevant features: - - Similar to Rank, this preprocessor outputs only the most informative features. Score can be determined by information gain, `gain ratio `_, `gini index `_, `ReliefF `_, `fast correlation based filter `_, `ANOVA `_, `Chi2 `_, `RReliefF `_, and `Univariate Linear Regression `_. + - Similar to :doc:`Rank <../data/rank>`, this preprocessor outputs only the most informative features. Score can be determined by information gain, `gain ratio `_, `gini index `_, `ReliefF `_, `fast correlation based filter `_, `ANOVA `_, `Chi2 `_, `RReliefF `_, and `Univariate Linear Regression `_. + - *Strategy* refers to how many variables should be on the output. *Fixed* returns a fixed number of top scored variables, while *Percentile* return the selected top percent of the features. -- Select random features outputs either a fixed number of features from the original data or a percentage. +.. figure:: images/Preprocess2-stamped.png -- Normalize adjusts values to a common scale. Center values by mean or median or omit centering altogether. Similar for scaling, one can scale by SD (standard deviation), by span or not at all. +1. *Select random features* outputs either a fixed number of features from the original data or a percentage. This is mainly used for advanced testing and educational purposes. -- Randomize instances. Randomize classes shuffles class values and destroys connection between instances and class. Similarly, one can randomize features or meta data. If replicable shuffling is on, randomization results can be shared and repeated with a saved workflow. +2. Normalize adjusts values to a common scale. Center values by mean or median or omit centering altogether. Similar for scaling, one can scale by SD (standard deviation), by span or not at all. -- Principal component analysis outputs results of a PCA transformation. Similar to the :doc:`PCA <../unsupervised/PCA>` widget. +3. Randomize instances. Randomize classes shuffles class values and destroys connection between instances and class. Similarly, one can randomize features or meta data. If replicable shuffling is on, randomization results can be shared and repeated with a saved workflow. This is mainly used for advanced testing and educational purposes. -- `CUR matrix decomposition `_ is another dimensionality reduction method, similar to SVD. +4. Principal component analysis outputs results of a PCA transformation. Similar to the :doc:`PCA <../unsupervised/PCA>` widget. -Example -------- +5. `CUR matrix decomposition `_ is a dimensionality reduction method, similar to SVD. -In the example below, we have used the *adult* dataset and preprocessed the data. We continuized discrete values (age, education and marital status...) as *one feature per value*, we imputed missing values (replacing ? with average values), selected 10 most relevant attributes by *Information gain*, centered them by mean and scaled by span with normalize features. We can observe the changes in the :doc:`Data Table <../data/datatable>` and compare it to the non-processed data. +Examples +-------- -.. figure:: images/Preprocess-Example.png +In the first example, we have used the *heart_disease.tab* dataset available in the dropdown menu of the :doc:`File <../data/file>` widget. then we used **Preprocess** to impute missing values and normalize features. We can observe the changes in the :doc:`Data Table <../data/datatable>` and compare it to the non-processed data. + +.. figure:: images/Preprocess-Example1.png + +In the second example, we show how to use **Preprocess** for predictive modeling. + +This time we are using the *heart_disease.tab* data from the :doc:`File <../data/file>` widget. You can access the data through the dropdown menu. This is a dataset with 303 patients that came to the doctor suffering from a chest pain. After the tests were done, some patients were found to have diameter narrowing and others did not (this is our class variable). + +The heart disease data have some missing values and we wish to account for that. First, we will split the data set into train and test data with :doc:`Data Sampler <../data/datasampler>`. + +Then we will send the *Data Sample* into :doc:`Preprocess <../data/preprocess>`. We will use *Impute Missing Values*, but you can try any combination of preprocessors on your data. We will send preprocessed data to :doc:`Logistic Regression <../model/logisticregression>` and the constructed model to **Predictions**. + +Finally, **Predictions** also needs the data to predict on. We will use the output of :doc:`Data Sampler <../data/datasampler>` for prediction, but this time not the *Data Sample*, but the *Remaining Data*, this is the data that wasn't used for training the model. + +Notice how we send the remaning data directly to **Predictions** without applying any preprocessing. This is because Orange handles preprocessing on new data internally to prevent any errors in the model construction. The exact same preprocessor that was used on the training data will be used for predictions. The same process applies to :doc:`Test & Score <../evaluation/testandscore>`. + +.. figure:: ../evaluation/images/Predictions-Example2.png diff --git a/doc/visual-programming/source/widgets/data/pythonscript.rst b/doc/visual-programming/source/widgets/data/pythonscript.rst index 0e223d5e1e6..b2c8691a079 100644 --- a/doc/visual-programming/source/widgets/data/pythonscript.rst +++ b/doc/visual-programming/source/widgets/data/pythonscript.rst @@ -103,7 +103,7 @@ we used wine.tab and rounded all the values to whole numbers. .. figure:: images/PythonScript-round.png -The third example introduces some gaussian noise to the data. Again we make a copy of the input data, then walk through all the values with a double for loop and add random noise. +The third example introduces some Gaussian noise to the data. Again we make a copy of the input data, then walk through all the values with a double for loop and add random noise. :: diff --git a/doc/visual-programming/source/widgets/data/rank.rst b/doc/visual-programming/source/widgets/data/rank.rst index 201c4f3dde1..a198ffb5dd1 100644 --- a/doc/visual-programming/source/widgets/data/rank.rst +++ b/doc/visual-programming/source/widgets/data/rank.rst @@ -34,7 +34,7 @@ Scoring methods 2. `Gain Ratio `_: a ratio of the information gain and the attribute's intrinsic information, which reduces the bias towards multivalued features that occurs in information gain 3. `Gini `_: the inequality among values of a frequency distribution 4. `ANOVA `_: the difference between average vaules of the feature in different classes -5. `Chi2 `_: dependence between the feature and the class as measure by the chi-square statistice +5. `Chi2 `_: dependence between the feature and the class as measure by the chi-square statistic 6. `ReliefF `_: the ability of an attribute to distinguish between classes on similar data instances 7. `FCBF (Fast Correlation Based Filter) `_: entropy-based measure, which also identifies redundancy due to pairwise correlations between features diff --git a/doc/visual-programming/source/widgets/data/select-by-data-index.rst b/doc/visual-programming/source/widgets/data/select-by-data-index.rst new file mode 100644 index 00000000000..c7462cc6a88 --- /dev/null +++ b/doc/visual-programming/source/widgets/data/select-by-data-index.rst @@ -0,0 +1,35 @@ +Select by Data Index +==================== + +Match instances by index from data subset. + +Inputs + Data + reference data set + Data Subset + subset to match + +Outputs + Data + subset from reference data set that matches indices from subset data + + +**Select by Data Index** enables matching the data by indices. Each row in a data set has an index and given a subset, this widget can match these indices to indices from the reference data. Most often it is used to retrieve the original data from the transformed data (say, from PCA space). + +.. figure:: images/Select-by-Data-Index-stamped.png + :scale: 50% + +1. Information on the reference data set. This data is used as index reference. +2. Information on the data subset. The indices of this data set are used to find matching data in the reference data set. Matching data are on the output by default. + +Example +------- + +A typical use of **Select by Data Index** is to retrieve the original data after a transformation. We will load *iris.tab* data in the **File** widget. Then we will transform this data with **PCA**. We can project the transformed data in a **Scatter Plot**, where we can only see PCA components and not the original features. + +Now we will select an interesting subset (we could also select the entire data set). If we observe it in a **Data Table**, we can see that the data is transformed. If we would like to see this data with the original features, we will have to retrieve them with **Select by Data Index**. + +Connect the original data and the subset from **Scatter Plot** to **Select by Data Index**. The widget will match the indices of the subset with the indices of the reference (original) data and output the matching reference data. A final inspection in another **Data Table** confirms the data on the output is from the original data space. + +.. figure:: images/Select-by-Data-Index-Example1.png + diff --git a/doc/visual-programming/source/widgets/data/selectcolumns.rst b/doc/visual-programming/source/widgets/data/selectcolumns.rst index 52fb1cc02bf..7e385a7fce2 100644 --- a/doc/visual-programming/source/widgets/data/selectcolumns.rst +++ b/doc/visual-programming/source/widgets/data/selectcolumns.rst @@ -17,7 +17,7 @@ which attributes will be used and how. Orange distinguishes between ordinary attributes, (optional) class attributes and meta attributes. For instance, for building a classification model, the domain would be composed of a set of attributes and a discrete class attribute. Meta -attributes are not used in modelling, but several widgets can use them +attributes are not used in modeling, but several widgets can use them as instance labels. Orange attributes have a type and are either discrete, continuous or a diff --git a/doc/visual-programming/source/widgets/data/sqltable.rst b/doc/visual-programming/source/widgets/data/sqltable.rst index 049f9626453..e0bd663e837 100644 --- a/doc/visual-programming/source/widgets/data/sqltable.rst +++ b/doc/visual-programming/source/widgets/data/sqltable.rst @@ -9,9 +9,53 @@ Outputs dataset from the database -The **SQL** widget accesses data stored in an SQL database. It can -connect to PostgreSQL (requires `psycopg2 `_ module) -or `SQL Server `_ -(requires `pymssql `_ module). +The **SQL** widget accesses data stored in an SQL database. It can connect to PostgreSQL (requires `psycopg2 `_ module) or `SQL Server `_ (requires `pymssql `_ module). -.. figure:: images/sql.png +To handle large databases, Orange attempts to execute a part of the computation in the database itself without downloading the data. This only works with PostgreSQL database and requires quantile and tsm_system_time `extensions `_ installed on server. If these extensions are not installed, the data will be downloaded locally. + +.. figure:: images/SQLTable-stamped.png + +1. Database type (can be either PostgreSQL or MSSQL). +2. Host name. +3. Database name. +4. Username. +5. Password. +6. Press the blue button to connect to the database. Then select the table in the dropdown. +7. *Auto-discover categorical variables* will cast INT and CHAR columns with less than 20 distinct values as categorical variables (finding all distinct values can be slow on large tables). When not selected, INT will be treated as numeric and CHAR as text. *Download to local memory* downloads the selected table to your local machine. + +Installation Instructions +------------------------- + +PostgreSQL +++++++++++ + +Install the backend. + +.. code:: + + pip install psycopg2 + +Alternatively, you can follow `these instructions `__ for installing the backend. + +`Install the extensions `__. [optional] + +MSSQL ++++++ + +Install the backend. + +.. code:: + + pip install pymssql + +If you are encountering issues, follow `these instructions `__. + + +Example +------- + +Here is a simple example on how to use the **SQL Table** widget. Place the widget on the canvas, enter your database credentials and connect to your database. Then select the table you wish to analyse. + +Connect **SQL Table** to :doc:`Data Table<../data/datatable>` widget to inspect the output. If the table is populated, your data has transferred correctly. Now, you can use the **SQL Table** widget in the same way as the :doc:`File<../data/file>` widget. + +.. figure:: images/SQLTable-Example.png diff --git a/doc/visual-programming/source/widgets/evaluation/calibrationplot.rst b/doc/visual-programming/source/widgets/evaluation/calibrationplot.rst index c26deeadbba..4fba9d0cc86 100644 --- a/doc/visual-programming/source/widgets/evaluation/calibrationplot.rst +++ b/doc/visual-programming/source/widgets/evaluation/calibrationplot.rst @@ -15,7 +15,7 @@ probabilities against those predicted by the classifier(s). .. figure:: images/CalibrationPlot-stamped.png 1. Select the desired target class from the drop down menu. -2. Choose which classifiers to plot. The diagonal represents optimal behaviour; the closer the classifier's curve gets, the more accurate its prediction probabilities are. Thus we would use this widget to see whether a classifier is overly optimistic (gives predominantly positive results) or pesimitistic (gives predominantly negative results). +2. Choose which classifiers to plot. The diagonal represents optimal behaviour; the closer the classifier's curve gets, the more accurate its prediction probabilities are. Thus we would use this widget to see whether a classifier is overly optimistic (gives predominantly positive results) or pessimistic (gives predominantly negative results). 3. If *Show rug* is enabled, ticks are displayed at the bottom and the top of the graph, which represent negative and positive examples respectively. Their position corresponds to the classifier’s probability prediction and the color shows the classifier. At the bottom of the graph, the points to the left are those which are (correctly) assigned a low probability of the target class, and those to the right are incorrectly assigned high probabilities. At the top of the graph, the instances to the right are correctly assigned high probabilities and vice versa. 4. Press *Save Image* if you want to save the created image to your computer in a .svg or .png format. 5. 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z{2USF2(h`?iA>6mxaox(xQFvR=Jv%}yAibhxNX-P67D{t^^Y1$6>`WFz-)CUFu&Me zRuRv2rHM$Ap)mk|3~zl0RA*HJA?h&P@sF{2uB1`2e`2g)5P6WbL{?x*cvZtMco{Z2c5V6A1=6t ZM7#Hnp4%;SD*^(3`_; there is -a simple demonstration at the bottom of the page. :doc:`Confusion Matrix <../evaluation/confusionmatrix>` -is a related widget and although many things can be done with any of -them, there are tasks for which one of them might be much more -convenient than the other. -The output of the widget is another dataset, where predictions are -appended as new meta attributes. You can select which features you wish -to output (original data, predictions, probabilities). The resulting dataset can be appended to the widget, but you can still choose to display it in a separate data table. - -Example -------- - -.. figure:: images/Predictions-Schema.png - -We randomly split the *heart-disease* data into two subsets. The larger subset, -containing 70 % of data instances, is sent to :doc:`Naive Bayes <../model/naivebayes>` and -:doc:`Tree <../model/tree>`, so they can produce the corresponding -model. Models are then sent into **Predictions**, among with -the remaining 30 % of the data. Predictions shows how these examples are -classified. - -To save the predictions, we simply attach the :doc:`Save <../data/save>` widget to -**Predictions**. The final file is a data table and can be saved as in a -.tab or .tsv format. - -Finally, we can analyze the models' predictions. For that, we first -take :doc:`Select Columns <../data/selectcolumns>` with which we move the meta attributes with -probability predictions to features. The transformed data is then given -to the :doc:`Scatterplot <../visualize/scatterplot>`, which we set to use the attributes with -probabilities as the x and y axes, while the class is (already by -default) used to color the data points. - -.. figure:: images/Predictions-ExampleScatterplot.png - -To get the above plot, we selected *Jitter continuous values*, since the -decision tree gives just a few distinct probabilities. The blue -points in the bottom left corner represent the people with no diameter -narrowing, which were correctly classified by both models. The -upper right red points represent the patients with narrowed vessels, -which were correctly classified by both. - -Note that this analysis is done on a rather small sample, so these -conclusions may be ungrounded. Here is the entire workflow: +5. Predictions. + +The widget show the probabilites and final decisions of `predictive models `_. The output of the widget is another dataset, where predictions are appended as new meta attributes. You can select which features you wish to output (original data, predictions, probabilities). The result can be observed in a :doc:`Data Table <../data/datatable>`. If the predicted data includes true class values, the result of prediction can also be observed in a :doc:`Confusion Matrix <../evaluation/confusionmatrix>`. + +Examples +-------- + +In the first example, we will use *Attrition - Train* data from the :doc:`Datasets <../data/datasets>` widget. This is a data on attrition of employees. In other words, we wish to know whether a certain employee will resign from the job or not. We will construct a predictive model with the :doc:`Tree <../model/tree>` widget and observe probabilites in **Predictions**. + +For predictions we need both the training data, which we have loaded in the first **Datasets** widget and the data to predict, which we will load in another :doc:`Datasets <../data/datasets>` widget. We will use *Attrition - Predict* data this time. Connect the second data set to **Predictions**. Now we can see predictions for the three data instances from the second data set. + +The :doc:`Tree <../model/tree>` model predicts none of the employees will leave the company. You can try other model and see if predictions change. Or test the predictive scores first in the :doc:`Test & Score <../evaluation/testandscore>` widget. .. figure:: images/Predictions-Example1.png -Another example of using this widget is given in the documentation for the -widget :doc:`Confusion Matrix <../evaluation/confusionmatrix>`. +In the second example, we will see how to properly use :doc:`Preprocess <../data/preprocess>` with **Predictions** or :doc:`Test & Score <../evaluation/testandscore>`. + +This time we are using the *heart_disease.tab* data from the :doc:`File <../data/file>` widget. You can access the data through the dropdown menu. This is a dataset with 303 patients that came to the doctor suffering from a chest pain. After the tests were done, some patients were found to have diameter narrowing and others did not (this is our class variable). + +The heart disease data have some missing values and we wish to account for that. First, we will split the data set into train and test data with :doc:`Data Sampler <../data/datasampler>`. + +Then we will send the *Data Sample* into :doc:`Preprocess <../data/preprocess>`. We will use *Impute Missing Values*, but you can try any combination of preprocessors on your data. We will send preprocessed data to :doc:`Logistic Regression <../model/logisticregression>` and the constructed model to **Predictions**. + +Finally, **Predictions** also needs the data to predict on. We will use the output of :doc:`Data Sampler <../data/datasampler>` for prediction, but this time not the *Data Sample*, but the *Remaining Data*, this is the data that wasn't used for training the model. + +Notice how we send the remaning data directly to **Predictions** without applying any preprocessing. This is because Orange handles preprocessing on new data internally to prevent any errors in the model construction. The exact same preprocessor that was used on the training data will be used for predictions. The same process applies to :doc:`Test & Score <../evaluation/testandscore>`. + +.. figure:: images/Predictions-Example2.png diff --git a/doc/visual-programming/source/widgets/model/linearregression.rst b/doc/visual-programming/source/widgets/model/linearregression.rst index d8b33c55b15..0b3afafa5f2 100644 --- a/doc/visual-programming/source/widgets/model/linearregression.rst +++ b/doc/visual-programming/source/widgets/model/linearregression.rst @@ -20,7 +20,7 @@ Outputs The **Linear Regression** widget constructs a learner/predictor that learns a `linear function `_ from its input data. The model can identify the relationship between a predictor xi and the response variable y. Additionally, `Lasso `_ and `Ridge `_ regularization parameters can be specified. Lasso regression minimizes a penalized version of the least squares loss function with L1-norm penalty and Ridge regularization with L2-norm penalty. -Linear regreesion works only on regression tasks. +Linear regression works only on regression tasks. .. figure:: images/LinearRegression-stamped.png :scale: 50 % diff --git a/doc/visual-programming/source/widgets/model/loadmodel.rst b/doc/visual-programming/source/widgets/model/loadmodel.rst index f390eca4ba2..51f7f01d120 100644 --- a/doc/visual-programming/source/widgets/model/loadmodel.rst +++ b/doc/visual-programming/source/widgets/model/loadmodel.rst @@ -18,6 +18,6 @@ Outputs Example ------- -When you want to use a custom-set model that you've saved before, open the **Load Model** widget and select the desired file with the *Browse* icon. This widget loads the exisiting model into :doc:`Predictions <../evaluation/predictions>` widget. Datasets used with **Load Model** have to contain compatible attributes! +When you want to use a custom-set model that you've saved before, open the **Load Model** widget and select the desired file with the *Browse* icon. This widget loads the existing model into :doc:`Predictions <../evaluation/predictions>` widget. Datasets used with **Load Model** have to contain compatible attributes! .. figure:: images/LoadModel-example.png diff --git a/doc/visual-programming/source/widgets/model/randomforest.rst b/doc/visual-programming/source/widgets/model/randomforest.rst index 10b524924cc..c11ac9ff17c 100644 --- a/doc/visual-programming/source/widgets/model/randomforest.rst +++ b/doc/visual-programming/source/widgets/model/randomforest.rst @@ -27,7 +27,7 @@ Outputs 1. Specify the name of the model. The default name is "Random Forest". 2. Specify how many decision trees will be included in the forest (*Number of trees in the forest*), and how many attributes will be arbitrarily drawn for consideration at each node. If the latter is not specified (option *Number of attributes...* left unchecked), this number is equal to the square root of the number of attributes in the data. You can also choose to fix the seed for tree generation (*Fixed seed for random generator*), which enables replicability of the results. -3. Original Brieman’s proposal is to grow the trees without any pre-prunning, but since pre-pruning often works quite well and is faster, the user can set the depth to which the trees will be grown (*Limit depth of individual trees*). Another pre-pruning option is to select the smallest subset that can be split (*Do not split subsets smaller than*). +3. Original Breiman’s proposal is to grow the trees without any pre-pruning, but since pre-pruning often works quite well and is faster, the user can set the depth to which the trees will be grown (*Limit depth of individual trees*). Another pre-pruning option is to select the smallest subset that can be split (*Do not split subsets smaller than*). 4. Produce a report. 5. Click *Apply* to communicate the changes to other widgets. Alternatively, tick the box on the left side of the *Apply* button and changes will be communicated automatically. diff --git a/doc/visual-programming/source/widgets/unsupervised/PCA.rst b/doc/visual-programming/source/widgets/unsupervised/PCA.rst index 1a7d57fe199..44bd9c5d5c9 100644 --- a/doc/visual-programming/source/widgets/unsupervised/PCA.rst +++ b/doc/visual-programming/source/widgets/unsupervised/PCA.rst @@ -50,7 +50,7 @@ much clearer distinction between classes than the default settings. The widget provides two outputs: transformed data and principal components. Transformed data are weights for individual instances in the new coordinate system, while components are the system descriptors -(weights for princial components). When fed into the :doc:`Data Table <../data/datatable>`, we +(weights for principal components). When fed into the :doc:`Data Table <../data/datatable>`, we can see both outputs in numerical form. We used two data tables in order to provide a more clean visualization of the workflow, but you can also choose to edit the links in such a way that you display the data in just one data table. You only need to create two links and connect the *Transformed data* and *Components* inputs to the *Data* output. diff --git a/doc/visual-programming/source/widgets/unsupervised/distancetransformation.rst b/doc/visual-programming/source/widgets/unsupervised/distancetransformation.rst index 383c7bd7006..31e0eb94de6 100644 --- a/doc/visual-programming/source/widgets/unsupervised/distancetransformation.rst +++ b/doc/visual-programming/source/widgets/unsupervised/distancetransformation.rst @@ -37,6 +37,6 @@ The **Distances Transformation** widget is used for the normalization and invers Example ------- -In the snapshot below, you can see how transformation affects the distance matrix. We loaded the *Iris* dataset and calculated the distances between rows with the help of the :doc:`Distances <../unsupervised/distances>` widget. In order to demonstrate how **Distance Transformation** affects the :doc:`Distance Matrix <../unsupervised/distancematrix>`, we created the worflow below and compared the transformed distance matrix with the "original" one. +In the snapshot below, you can see how transformation affects the distance matrix. We loaded the *Iris* dataset and calculated the distances between rows with the help of the :doc:`Distances <../unsupervised/distances>` widget. In order to demonstrate how **Distance Transformation** affects the :doc:`Distance Matrix <../unsupervised/distancematrix>`, we created the workflow below and compared the transformed distance matrix with the "original" one. .. figure:: images/DistanceTransformation-Example.png diff --git a/doc/visual-programming/source/widgets/unsupervised/images/Louvain-Example.png b/doc/visual-programming/source/widgets/unsupervised/images/Louvain-Example.png new file mode 100644 index 0000000000000000000000000000000000000000..fbb98caa6b151925feb1ea569db7a95b28b9489d GIT binary patch literal 97049 zcmZs>1yoew7B-A@3rI+Jmx>@mm$XB7hYYRE&>%=ENS6XbNp}pPAdS*PHzN;(Y3u>zMZ&sXUtjBN^ClrK)tXUL5XTE3Af9P9-ZHwqRuTAa+q!J zNKbCDu!0?OC3jE8=N1?rMSpyJadWfuFqm2L{J3{H^xTf1y%#=mK(#fJ_qHuaxTO8(=5-KH zd+VK@+{?{)5klFZnBc#P<*O>>H=N$*rtRl}hA$wTx>N6HPT9i`xP{EapS8vtw9(yB z1-T!%{FyRYCE;cL4t`ipTQpt_h^Wl@;d#A@}I z^0T4D{4ZiA8b26=;haCN<9ynO*@n$l1|B~a_!HG0_`N;gIQaM!k{e*q%*yknKqioa z!C*pDF@3_Pij8$O$j;OyFaW 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The widget outputs a new dataset in which the cluster index is used as a meta attribute. + + +.. figure:: images/Louvain-stamped.png + +1. PCA processing is typically applied to the original data to remove noise. +2. The distance metric is used for finding specified number of nearest + neighbors. +3. The number of nearest neighbors to use to form the KNN graph. +4. Resolution is a parameter for the Louvain community detection algorithm that + affects the size of the recovered clusters. Smaller resolutions recover + smaller, and therefore a larger number of clusters, and conversely, larger + values recover clusters containing more data points. +5. When *Apply Automatically* is ticked, the widget will automatically + communicate all changes. Alternatively, click *Apply*. + +Example +------- + +*Louvain Clustering* converts the dataset into a graph, where it finds highly interconnected nodes. We can visualize the graph itself using the *Network Explorer* from the Network addon. + +.. figure:: images/Louvain-Example.png + +References +---------- + +Blondel, Vincent D., et al. "Fast unfolding of communities in large networks." Journal of statistical mechanics: theory and experiment 2008.10 (2008): P10008. + +Lambiotte, Renaud, J-C. Delvenne, and Mauricio Barahona. "Laplacian dynamics and multiscale modular structure in networks." arXiv preprint arXiv:0812.1770 (2008). diff --git a/doc/visual-programming/source/widgets/unsupervised/manifoldlearning.rst b/doc/visual-programming/source/widgets/unsupervised/manifoldlearning.rst index 7bec4fad3d0..e8210371e73 100644 --- a/doc/visual-programming/source/widgets/unsupervised/manifoldlearning.rst +++ b/doc/visual-programming/source/widgets/unsupervised/manifoldlearning.rst @@ -37,7 +37,7 @@ visualized with :doc:`Scatter Plot <../visualize/scatterplot>` or other visualiz - *Mahalanobis* - *Cosine* - MDS (iterations and initialization): - - *max interations*: maximum number of optimization interations + - *max iterations*: maximum number of optimization interactions - *initialization*: method for initialization of the algorithm (PCA or random) - Isomap: - number of *neighbors* diff --git a/doc/visual-programming/source/widgets/unsupervised/mds.rst b/doc/visual-programming/source/widgets/unsupervised/mds.rst index 7e52fc5c40b..c465e779c6f 100644 --- a/doc/visual-programming/source/widgets/unsupervised/mds.rst +++ b/doc/visual-programming/source/widgets/unsupervised/mds.rst @@ -53,7 +53,7 @@ corresponds to the sum of forces acting on it. the animation more visually appealing, but can be slow if the number of points is high. -2. Defines how the points are visualized. These options are available only when visalizing distances between rows (selected in the :doc:`Distances<../unsupervised/distances>` widget). +2. Defines how the points are visualized. These options are available only when visualizing distances between rows (selected in the :doc:`Distances<../unsupervised/distances>` widget). - **Color**: Color of points by attribute (gray for continuous, colored for discrete). diff --git a/doc/visual-programming/source/widgets/visualize/cn2ruleviewer.rst b/doc/visual-programming/source/widgets/visualize/cn2ruleviewer.rst index d094b4711f8..9e9c259bd9e 100644 --- a/doc/visual-programming/source/widgets/visualize/cn2ruleviewer.rst +++ b/doc/visual-programming/source/widgets/visualize/cn2ruleviewer.rst @@ -37,7 +37,7 @@ Examples In the schema below, the most common use of the widget is presented. First, the data is read and a CN2 rule classifier is trained. We are using -*titanic* dataset for the rule constrution. The rules +*titanic* dataset for the rule construction. The rules are then viewed using the :doc:`Rule Viewer <../visualize/cn2ruleviewer>`. To explore different CN2 algorithms and understand how adjusting parameters influences the learning process, **Rule Viewer** should be kept open and in sight, while diff --git a/doc/visual-programming/source/widgets/visualize/distributions.rst b/doc/visual-programming/source/widgets/visualize/distributions.rst index 21fe6b81509..67df8936eb1 100644 --- a/doc/visual-programming/source/widgets/visualize/distributions.rst +++ b/doc/visual-programming/source/widgets/visualize/distributions.rst @@ -35,7 +35,7 @@ snapshot below). In order to create this graph, we used the *Zoo* dataset. For continuous attributes, the attribute values are displayed as a function graph. Class probabilities for continuous attributes are -obtained with gaussian kernel density estimation, while the appearance +obtained with Gaussian kernel density estimation, while the appearance of the curve is set with the *Precision* bar (smooth or precise). For the purpose of this example, we used the *Iris* dataset. diff --git a/doc/visual-programming/source/widgets/visualize/pythagoreanforest.rst b/doc/visual-programming/source/widgets/visualize/pythagoreanforest.rst index 60b15147d55..6221914d61c 100644 --- a/doc/visual-programming/source/widgets/visualize/pythagoreanforest.rst +++ b/doc/visual-programming/source/widgets/visualize/pythagoreanforest.rst @@ -12,7 +12,7 @@ Outputs selected tree model -**Pythagorean Forest** shows all learned decision tree models from :doc:`Random Forest <../model/randomforest>` widget. It displays then as Pythagorean trees, each visualization pertaining to one randomly constructed tree. In the visualization, you can select a tree and display it in :doc:`Pythagorean Tree <../visualize/pythagoreantree>` wigdet. The best tree is the one with the shortest and most strongly colored branches. This means few attributes split the branches well. +**Pythagorean Forest** shows all learned decision tree models from :doc:`Random Forest <../model/randomforest>` widget. It displays then as Pythagorean trees, each visualization pertaining to one randomly constructed tree. In the visualization, you can select a tree and display it in :doc:`Pythagorean Tree <../visualize/pythagoreantree>` widget. The best tree is the one with the shortest and most strongly colored branches. This means few attributes split the branches well. Widget displays both classification and regression results. Classification requires discrete target variable in the dataset, while regression requires a continuous target variable. Still, they both should be fed a :doc:`Tree <../model/tree>` on the input. @@ -25,7 +25,7 @@ Widget displays both classification and regression results. Classification requi - *Depth*: set the depth to which the trees are grown. - *Target class*: set the target class for coloring the trees. If *None* is selected, tree will be white. If the input is a classification tree, you can color nodes by their respective class. If the input is a regression tree, the options are *Class mean*, which will color tree nodes by the class mean value and *Standard deviation*, which will color then by the standard deviation value of the node. - *Size*: set the size of the nodes. *Normal* will keep nodes the size of the subset in the node. *Square root* and *Logarithmic* are the respective transformations of the node size. - - *Zoom*: allows you to se the size of the tree visualizations. + - *Zoom*: allows you to see the size of the tree visualizations. 3. *Save Image*: save the visualization to your computer as a *.svg* or *.png* file. *Report*: produce a report. diff --git a/doc/visual-programming/source/widgets/visualize/scatterplot.rst b/doc/visual-programming/source/widgets/visualize/scatterplot.rst index 851edec85cc..631b558bdbd 100644 --- a/doc/visual-programming/source/widgets/visualize/scatterplot.rst +++ b/doc/visual-programming/source/widgets/visualize/scatterplot.rst @@ -41,7 +41,8 @@ the left side of the widget. A snapshot below shows the scatterplot of the 2. Set the color of the displayed points (you will get colors for discrete values and grey-scale points for continuous). Set label, shape and size to differentiate between points. Set symbol size and opacity for - all data points. Set the desired colors scale. + all data points. Set the desired colors scale. To visualize the number + of overlapping points use *Overlap* for size. 3. Adjust *plot properties*: - *Show legend* displays a legend on the right. Click and drag the legend to move it. diff --git a/doc/visual-programming/source/widgets/visualize/silhouetteplot.rst b/doc/visual-programming/source/widgets/visualize/silhouetteplot.rst index a74d29f4bd9..2f539988ff1 100644 --- a/doc/visual-programming/source/widgets/visualize/silhouetteplot.rst +++ b/doc/visual-programming/source/widgets/visualize/silhouetteplot.rst @@ -14,14 +14,15 @@ Outputs data with an additional column showing whether a point is selected -The **Silhouette Plot** widget offers a graphical representation of consistency within clusters of data and provides the user with the means to visually assess cluster quality. The silhouette score is a measure of how similar an object is to its own cluster in comparison to other clusters and is crucial in the creation of a silhoutte plot. The silhouette score close to 1 indicates that the data instance is close to the center of the cluster and instances posessing the silhouette scores close to 0 are on the border between two clusters. +The **Silhouette Plot** widget offers a graphical representation of consistency within clusters of data and provides the user with the means to visually assess cluster quality. The silhouette score is a measure of how similar an object is to its own cluster in comparison to other clusters and is crucial in the creation of a silhouette plot. The silhouette score close to 1 indicates that the data instance is close to the center of the cluster and instances possessing the silhouette scores close to 0 are on the border between two clusters. .. figure:: images/SilhouettePlot-stamped.png 1. Choose the distance metric. You can choose between: - - `Euclidean `_ ("straight line", distance between two points) + - `Euclidean `_ ("straight line" distance between two points) - `Manhattan `_ (the sum of absolute differences for all attributes) + - `Cosine `_ (1 - cosine of the angle between two vectors) 2. Select the cluster label. You can decide whether to group the instances by cluster or not. 3. Display options: @@ -33,15 +34,15 @@ The **Silhouette Plot** widget offers a graphical representation of consistency 5. Produce a report. 6. Output: - - *Add silhouette scores* (good clusters have higher silhoutte scores) - - By clicking *Commit*, changes are comminicated to the output of the widget. Alternatively, tick the box on the left and changes will be communicated automatically. + - *Add silhouette scores* (good clusters have higher silhouette scores) + - By clicking *Commit*, changes are communicated to the output of the widget. Alternatively, tick the box on the left and changes will be communicated automatically. 7. The created silhouette plot. Example ------- -In the snapshot below, we have decided to use the **Silhoutte Plot** on the *iris* dataset. We selected data intances with low silhouette scores and passed them on as a subset to the :doc:`Scatter Plot <../visualize/scatterplot>` widget. This visualization only confirms the accuracy of the **Silhouette Plot** widget, as you can clearly see that the subset lies in the border between two clusters. +In the snapshot below, we have decided to use the **Silhouette Plot** on the *iris* dataset. We selected data instances with low silhouette scores and passed them on as a subset to the :doc:`Scatter Plot <../visualize/scatterplot>` widget. This visualization only confirms the accuracy of the **Silhouette Plot** widget, as you can clearly see that the subset lies in the border between two clusters. .. figure:: images/SilhouettePlot-Example.png diff --git a/doc/visual-programming/source/widgets/visualize/treeviewer.rst b/doc/visual-programming/source/widgets/visualize/treeviewer.rst index 46b25f3dfea..c6367877aaf 100644 --- a/doc/visual-programming/source/widgets/visualize/treeviewer.rst +++ b/doc/visual-programming/source/widgets/visualize/treeviewer.rst @@ -51,7 +51,7 @@ Below, is a simple classification schema, where we have read the data, construct Clicking on any node will output the related data instances. This is explored in the schema below that shows the subset in the data table and in the :doc:`Scatterplot <../visualize/scatterplot>`. Make sure that the tree data is passed as a data subset; this can be done by connecting the **Scatterplot** to the :doc:`File <../data/file>` widget first, and connecting it to the **Tree Viewer** widget next. Selected data will be displayed as bold dots. -**Tree Viewer** can also export labelled data. Connect :doc:`Data Table <../data/datatable>` to **Tree Viewer** and set the link between widgets to *Data* instead of *Selected Data*. This will send the entire data to **Data Table** with an additional meta column labelling selected data instances (*Yes* for selected and *No* for the remaining). +**Tree Viewer** can also export labeled data. Connect :doc:`Data Table <../data/datatable>` to **Tree Viewer** and set the link between widgets to *Data* instead of *Selected Data*. This will send the entire data to **Data Table** with an additional meta column labeling selected data instances (*Yes* for selected and *No* for the remaining). .. figure:: images/TreeViewer-selection.png diff --git a/requirements-core.txt b/requirements-core.txt index 449150e016c..dacd09dd2ba 100644 --- a/requirements-core.txt +++ b/requirements-core.txt @@ -13,3 +13,5 @@ keyring keyrings.alt # for alternative keyring implementations setuptools>=36.3 serverfiles # for Data Sets synchronization +networkx +python-louvain diff --git a/requirements-gui.txt b/requirements-gui.txt index 3c2bc76f1bc..6428f0de6e0 100644 --- a/requirements-gui.txt +++ b/requirements-gui.txt @@ -2,8 +2,7 @@ AnyQt>=0.0.8 pyqtgraph>=0.10.0 +matplotlib>=2.0.0 # For add-ons' descriptions docutils - -CommonMark>=0.5.5 \ No newline at end of file diff --git a/scripts/macos/create-dmg-installer.sh b/scripts/macos/create-dmg-installer.sh index c0256eede2d..b80106796ad 100755 --- a/scripts/macos/create-dmg-installer.sh +++ b/scripts/macos/create-dmg-installer.sh @@ -8,11 +8,19 @@ function print_usage() { Create an disk image installer (.dmg) for Orange OSX application. Options: + -a --app PATH + Path to a build Orange3.app to include in the disk image + (default dist/Orange3.app) - -a --app PATH Path to a build Orange3.app to include in the disk image. - (default dist/Orange3.app) - -k --keep-temp Keep the temporary files after creating the final image. - -h --help Print this help + -s --sign IDENTITY + Sign the application and the .dmg image using the signing identity + provided (see `man codesign` SIGNING IDENTITIES section for details) + + -k --keep-temp + Keep the temporary files after creating the final image. + + -h --help + Print this help ' } @@ -25,6 +33,7 @@ RES="${DIRNAME}"/dmg-resources APP=dist/Orange3.app KEEP_TEMP=0 +IDENTITY= while [[ "${1:0:1}" = "-" ]]; do case "${1}" in @@ -34,6 +43,9 @@ while [[ "${1:0:1}" = "-" ]]; do -k|--keep-temp) KEEP_TEMP=1 shift 1 ;; + -s|--sign) + IDENTITY=${2:?"${1} is missing a parameter"} + shift 2;; -h|--help) print_usage exit 0 ;; @@ -54,14 +66,15 @@ if [[ ! -d "${APP}" ]]; then exit 1 fi -TMP_DIR=$(mktemp -d -t orange-dmg) +TMP_DIR=$(mktemp -d -t create-dmg-installer) TMP_TEMPLATE="${TMP_DIR}"/template TMP_DMG="${TMP_DIR}"/orange.dmg +TMP_MOUNT="${TMP_DIR}"/mnt echo "Preparing an image template in ${TMP_TEMPLATE}" echo "=============================================" -# Copy neccessary resources into the template +# Copy necessary resources into the template mkdir -p "${TMP_TEMPLATE}"/.background @@ -75,6 +88,11 @@ ln -s /Applications/ "${TMP_TEMPLATE}"/Applications # Copy the .app directory in place cp -a "${APP}" "${TMP_TEMPLATE}"/Orange3.app +if [[ "${IDENTITY}" ]]; then + codesign -s "${IDENTITY}" --deep --verbose \ + "${TMP_TEMPLATE}"/Orange3.app +fi + # Create a regular .fseventsd/no_log file # (see http://hostilefork.com/2009/12/02/trashes-fseventsd-and-spotlight-v100/ ) @@ -88,31 +106,29 @@ hdiutil create -format UDRW -volname Orange -fs HFS+ \ -srcfolder "${TMP_TEMPLATE}" \ "${TMP_DMG}" -# Force detatch an image it it is mounted -hdiutil detach /Volumes/Orange -force || true +mkdir "${TMP_MOUNT}" # Mount in RW mode echo "Mounting temporary disk image" -MOUNT_OUTPUT=$(hdiutil attach -readwrite -noverify -noautoopen "${TMP_DMG}" | - egrep '^/dev/') - -DEV_NAME=$(echo -n "${MOUNT_OUTPUT}" | head -n 1 | awk '{print $1}') -MOUNT_POINT=$(echo -n "${MOUNT_OUTPUT}" | tail -n 1 | awk '{print $3}') +hdiutil attach -readwrite -noverify -noautoopen -mountpoint "${TMP_MOUNT}" \ + "${TMP_DMG}" echo "Fixing permissions" chmod -Rf go-w "${TMP_TEMPLATE}" || true # Makes the disk image window open automatically when mounted -bless -openfolder "${MOUNT_POINT}" +bless -openfolder "${TMP_MOUNT}" # Hides background directory even more -SetFile -a V "${MOUNT_POINT}/.background/" +SetFile -a V "${TMP_MOUNT}/.background/" # Sets the custom icon volume flag so that volume has nice # Orange icon after mount (.VolumeIcon.icns) -SetFile -a C "${MOUNT_POINT}" +SetFile -a C "${TMP_MOUNT}" -hdiutil detach "${DEV_NAME}" -force +echo "Unmouting the temporary image" +sync +hdiutil detach "${TMP_MOUNT}" -verbose -force echo "Converting temporary image to a compressed image." @@ -121,6 +137,10 @@ if [[ -e "${DMG}" ]]; then rm -f "${DMG}"; fi mkdir -p "$(dirname "${DMG}")" hdiutil convert "${TMP_DMG}" -format UDZO -imagekey zlib-level=9 -o "${DMG}" +if [[ "${IDENTITY}" ]]; then + codesign -s "${IDENTITY}" "${DMG}" +fi + if [ ! ${KEEP_TEMP} ]; then echo "Cleaning up." rm -rf "${TMP_DIR}" diff --git a/scripts/macos/dmg-resources/VolumeIcon.icns b/scripts/macos/dmg-resources/VolumeIcon.icns index 697a9f7fd939a7f4b2eaaa84bd2ceb32f0b6a995..682f53a2b04002944790235721f9b7048fa33229 100644 GIT binary patch literal 276307 zcmb4r2VhgT*1t0Bgbk&;uj_TNR|b$tX-lE34q94P3oR{sZ(88m8H5qC3E8pZ?1Yez zy>~(e*?T9>avVGH-ufRo@Y?r%eP7?-_VvA2IyySi)zOiTe!53~K6wrqui0_roVgi7 zhCTCpdY<+V^bc^k@Ynyerw8MHEv2EW)f%-{+t0vfhP5i4Rz0Z3YV9z_2oGr#-Rz zONb2(^k)Px0xkUmLu2xz)3YHt6HI!r|CnY_Kjf^X44odaDm6(&7 z5dSbPiW8la;^K`K+(HKbL~jlaHVq9Aad|xM;P6n>;2_4sI*k^qlvu0L4KwhKF^xu9 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+( + cd "${1:?}"/Python.framework/Versions + shopt -s failglob + ln -sf ?.? ./Current # assuming single version framework +) diff --git a/scripts/macos/requirements.txt b/scripts/macos/requirements.txt index 3c30cb232af..d4a524d3bcf 100644 --- a/scripts/macos/requirements.txt +++ b/scripts/macos/requirements.txt @@ -20,3 +20,4 @@ sip==4.19.3 six==1.10.0 xlrd==1.0.0 CommonMark==0.7.3 +matplotlib==2.2.3 diff --git a/scripts/macos/sign-app.sh b/scripts/macos/sign-app.sh index 479426ee960..56659c7e0b1 100755 --- a/scripts/macos/sign-app.sh +++ b/scripts/macos/sign-app.sh @@ -2,23 +2,51 @@ set -e -SCRIPTS="$( cd "$(dirname "$0")" ; pwd -P )" -DIST="$( cd "$(dirname "$0")/../../dist" ; pwd -P )" -APP=${DIST}/Orange3.app - -# Build app -rm -rf ${APP} -${SCRIPTS}/build-macos-app.sh ${APP} -# Missing symlink Current messes with code signing -ln -s 3.6 ${APP}/Contents/Frameworks/Python.framework/Versions/Current -# sign bundle -codesign -s "Developer ID" ${APP}/Contents/Frameworks/Python.framework/Versions/3.6 -codesign -s "Developer ID" ${APP}/Contents/MacOS/pip -codesign -s "Developer ID" ${APP} - - -VERSION=$($APP/Contents/MacOS/python -c 'import pkg_resources; print(pkg_resources.get_distribution("Orange3").version)') +usage() { + echo 'usage: sign-app.sh -s IDENTITY PATH + +Sign an Orange.app application at PATH and create a signed .dmg installer. + +OPTIONS + --sign -s IDENTITY + Signing identity to use. The \`identity\` must name a signing + certificate in a macOS keychain (see \`man codesign\` SIGNING + IDENTITIES section for details). + + --help -h + Print this help. +' +} + +SCRIPTS=$( cd "$(dirname "$0")" ; pwd -P ) +DIST=$( cd "$(dirname "$0")/../../dist" ; pwd -P ) + +IDENTITY="Developer ID" + +while true; do + case "${1}" in + -s|--sign) IDENTITY="${2:?"no identity provided"}"; shift 2;; + -h|--help) usage; exit 0;; + -*) echo "unrecognized parameter: ${1}" >&2; usage >&2; exit 1;; + *) break;; + esac +done + +APPPATH=${1} +if [ ! "${APPPATH}" ]; then + APPPATH=${DIST}/Orange3.app + echo "No path supplied; using default ${APPPATH}" +fi + +VERSION=$( + "${APPPATH}"/Contents/MacOS/python -c ' +import pkg_resources +print(pkg_resources.get_distribution("Orange3").version) +' +) + # Create disk image -${SCRIPTS}/create-dmg-installer.sh --app ${APP} ${DIST}/Orange3-${VERSION}.dmg -# Sign disk image -codesign -s "Developer ID" ${DIST}/Orange3-${VERSION}.dmg +"${SCRIPTS}"/create-dmg-installer.sh --app "${APPPATH}" \ + --sign "${IDENTITY}" \ + "${DIST}/Orange3-${VERSION}.dmg" + diff --git a/scripts/macos/sign-dmg.sh b/scripts/macos/sign-dmg.sh new file mode 100755 index 00000000000..2bf7bc9064e --- /dev/null +++ b/scripts/macos/sign-dmg.sh @@ -0,0 +1,99 @@ +#!/usr/bin/env bash + +set -e +shopt -s failglob + +usage() { + echo "sign-dmg.sh [-s IDENTITY] [-o OUTPUT] PATH + +Sign a .dmg application installer at 'path'. + +\`path\` must name a .dmg image. + +OPTIONS + --sign -s IDENTITY + Signing identity to use. The \`identity\` must name a signing + certificate in a macOS keychain (see \`man codesign\` SIGNING + IDENTITIES section for details) + + --output -o PATH + Specify the output path for the resulting .dmg installer. If not + supplied, then the signed dmg image is placed next to the input path + with the same name and .signed appended at the end. + + --help -h + Show this help. + +EXAMPLES + $ ./sign-dmg.sh -s \"Developer ID\" SupperApp.dmg +" +} + +IDENTITY="Developer ID" +OUTPUT= + +while true; do + case "${1}" in + -s|--sign) IDENTITY=${2:?"no identity provided"}; shift 2;; + -o|--output) OUTPUT=${2:?"${1} requires a path parameter"}; shift 2;; + -h|--help) usage; exit 0 ;; + -*) echo "Unrecognized parameter: ${1}" >&2; echo; usage >&2; exit 1;; + *) break;; + esac +done + +DMG="${1:?"Missing positional argument: PATH"}" + +if [ ! -f "${DMG}" ]; then + echo "${DMG} does not exist or is not a file." >&2; + exit 1 +fi + +# Temporary work directory +WORKDIR= +# Temporary mount point for the dmg +MOUNT= + +cleanup() { + if [ -d "${MOUNT}" ]; then hdiutil detach "${MOUNT}" -force || true; fi + if [ -d "${WORKDIR}" ]; then rm -rf "${WORKDIR}"; fi + return +} +trap cleanup EXIT + +BASENAME=$(basename "${DMG}") +WORKDIR=$(mktemp -d -t "${BASENAME}") +MOUNT=${WORKDIR}/mnt + +IMGRW=${WORKDIR}/image +IMG=${WORKDIR}/${BASENAME} + +# convert the input dmg to a read write growable uncompressed image +# NOTE: hdiutil convert always appends the extension on the output even if +# already present (the ext for UDSB is .sparsebundle so the actual filename +# is ${IMGRW}.sparsebundle) +hdiutil convert -format UDSB -o "${IMGRW}" "${DMG}" +# 'resize' the sparse image allowing growth for signing data +# (1GB should be enough for everybody) +hdiutil resize -size 1g "${IMGRW}".sparsebundle +# mount it R/W for modification +mkdir "${MOUNT}" +hdiutil attach "${IMGRW}".sparsebundle -readwrite -noverify -noautoopen \ + -mountpoint "${MOUNT}" + +codesign --sign "${IDENTITY}" --deep --verbose "${MOUNT}"/*.app + +# detach/unmount to sync +hdiutil detach "${MOUNT}" -force +# resize the image to minimum required size +hdiutil resize -sectors min "${IMGRW}".sparsebundle +# convert back to compressed read only image +hdiutil convert -format UDZO -imagekey zlib-level=9 \ + -o "${IMG}" "${IMGRW}.sparsebundle" +codesign -s "${IDENTITY}" "${IMG}" + +if [ ! "${OUTPUT}" ]; then + OUTPUT=${DMG}.signed +fi + +mv "${IMG}" "${OUTPUT}" diff --git a/scripts/macos/skeleton.app/Contents/Resources/orange.icns b/scripts/macos/skeleton.app/Contents/Resources/orange.icns index d2e2f0ced95b26c708204321e63ae0b3b7dc9b0a..b72c5bf699480ede24dfc682252773492444a242 100644 GIT binary patch literal 427430 zcmZsgV~j35*r3O@Z5wB7+h=Uswr$%s&)BwY+kD3Rew+QV*=*AGPMhB8pSEeQ%hK4+ z83-b@%+i>d1qcYEH&Rhv0v-kj1_%fUUP@9_`M)UmKNSk%zqZQKareIf?5r#y3{*FZ zcky3_gOsSyUk~6LZD<#r70;j38Gh2(*Ok>E^6tA)3@l>@DNT?-!T$=UO`)aoCRkQU znVUn96i)Ioboh!Uj9eCK0VO;bQyFA3ctosmF!0e%lg$l|RIw(Tci(TX=MlDMn#s}e zan470`P*ra_wVQL-gle#9;-vxERh35;O`t%#*gr1_MpCyZ4=OpC2N+)vL()BQb4vj zeX8(ZnSpeOPFbmztig4{`@&i`&_RE@_a7UemR%SLPkgOKH=k{jAt!>RKeW=1CtRmLgBn1rI6EI9u1}ZKShqm@5d?lo-1*qX7p*-4O=HyaD+sK9GGp zx=k>I2##Lo;{pY(EjaGhcH6gf!lpXKi#c*iUUW%g*qI&GoIM7IaOzb0J4Ryy`9=>$FsJ^d>z#1aaKaV)umQMz$%~-BVPO{1m z$;7niyl5>(Gp#6pHxJKYvY9uM2dhH)IiUl9i+~Kzkl~3kVfN1&34Ds5!#SN;jALy+ 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Date: Thu, 25 Oct 2018 11:21:44 +0200 Subject: [PATCH 4/6] Removed unmanageable conditions --- Orange/widgets/data/owsave.py | 20 +++++++++----------- 1 file changed, 9 insertions(+), 11 deletions(-) diff --git a/Orange/widgets/data/owsave.py b/Orange/widgets/data/owsave.py index 00dca252ff6..9daab86b0b9 100644 --- a/Orange/widgets/data/owsave.py +++ b/Orange/widgets/data/owsave.py @@ -131,19 +131,17 @@ def dataset(self, data): if data is None: return - if (self.data is None and data.is_sparse()) or ( - self.data is not None and not self.data.is_sparse() and data.is_sparse()): - self.controls.filetype.clear() - allowed = [item for item, _, supports_sparse in FILE_TYPES - if supports_sparse] - self.controls.filetype.insertItems(0, allowed) - self.filetype = allowed[0] - self.update_extension() - elif self.data is not None and self.data.is_sparse() and not data.is_sparse(): + if data.is_sparse(): + items = [item for item, _, supports_sparse in FILE_TYPES + if supports_sparse] + else: + items = [item for item, _, _ in FILE_TYPES] + if not items == [self.controls.filetype.itemText(i) + for i in range(self.controls.filetype.count())]: self.controls.filetype.clear() - self.controls.filetype.insertItems(0, [item for item, _, _ in FILE_TYPES]) - self.filetype = FILE_TYPES[0][0] + self.controls.filetype.insertItems(0, items) self.update_extension() + self.data = data self.save_file() From b286db3cfd16a0a6bcbc682c36bd281c51725a0f Mon Sep 17 00:00:00 2001 From: Unknown Date: Thu, 25 Oct 2018 11:46:10 +0200 Subject: [PATCH 5/6] Improved code --- Orange/widgets/data/owsave.py | 12 ++++-------- 1 file changed, 4 insertions(+), 8 deletions(-) diff --git a/Orange/widgets/data/owsave.py b/Orange/widgets/data/owsave.py index 9daab86b0b9..a8b7dc23277 100644 --- a/Orange/widgets/data/owsave.py +++ b/Orange/widgets/data/owsave.py @@ -126,23 +126,19 @@ def adjust_label(self): @Inputs.data def dataset(self, data): + self.data = data self.save.setDisabled(data is None) self.save_as.setDisabled(data is None) if data is None: return - if data.is_sparse(): - items = [item for item, _, supports_sparse in FILE_TYPES - if supports_sparse] - else: - items = [item for item, _, _ in FILE_TYPES] - if not items == [self.controls.filetype.itemText(i) - for i in range(self.controls.filetype.count())]: + items = [item for item, _, supports_sparse in FILE_TYPES + if supports_sparse or not data.is_sparse()] + if items != [self.controls.filetype.itemText(i) for i in range(self.controls.filetype.count())]: self.controls.filetype.clear() self.controls.filetype.insertItems(0, items) self.update_extension() - self.data = data self.save_file() def save_file_as(self): From ec78cad5fc9a6a889b0b7f087421b1520a9d8619 Mon Sep 17 00:00:00 2001 From: Unknown Date: Thu, 25 Oct 2018 12:37:02 +0200 Subject: [PATCH 6/6] Added janezd's test and reformat of indent --- Orange/widgets/data/owsave.py | 5 ++-- Orange/widgets/data/tests/test_owsave.py | 33 +++++++++++++++++++++++- 2 files changed, 35 insertions(+), 3 deletions(-) diff --git a/Orange/widgets/data/owsave.py b/Orange/widgets/data/owsave.py index a8b7dc23277..791067ebd13 100644 --- a/Orange/widgets/data/owsave.py +++ b/Orange/widgets/data/owsave.py @@ -133,8 +133,9 @@ def dataset(self, data): return items = [item for item, _, supports_sparse in FILE_TYPES - if supports_sparse or not data.is_sparse()] - if items != [self.controls.filetype.itemText(i) for i in range(self.controls.filetype.count())]: + if supports_sparse or not data.is_sparse()] + if items != [self.controls.filetype.itemText(i) for i in + range(self.controls.filetype.count())]: self.controls.filetype.clear() self.controls.filetype.insertItems(0, items) self.update_extension() diff --git a/Orange/widgets/data/tests/test_owsave.py b/Orange/widgets/data/tests/test_owsave.py index a44c4b84b52..85534fdf33a 100644 --- a/Orange/widgets/data/tests/test_owsave.py +++ b/Orange/widgets/data/tests/test_owsave.py @@ -1,6 +1,6 @@ # Test methods with long descriptive names can omit docstrings # pylint: disable=missing-docstring -from unittest.mock import patch +from unittest.mock import patch, Mock import itertools from Orange.data import Table @@ -82,3 +82,34 @@ def choose_file(a, b, c, d, e, fn=filename, w=writer): with patch("AnyQt.QtWidgets.QFileDialog.getSaveFileName", choose_file): self.widget.save_file_as() self.assertEqual(len(Table(filename)), 150) + + def test_format_combo(self): + widget = self.widget + filetype = widget.controls.filetype + + widget.save_file = Mock() + + data = Table("iris") + sparse_data = Table("iris") + sparse_data.is_sparse = Mock(return_value=True) + + self.send_signal(widget.Inputs.data, data) + n_nonsparse = filetype.count() + + self.send_signal(widget.Inputs.data, sparse_data) + n_sparse = filetype.count() + self.assertGreater(n_nonsparse, n_sparse) + + self.send_signal(widget.Inputs.data, sparse_data) + self.assertEqual(filetype.count(), n_sparse) + + self.send_signal(widget.Inputs.data, data) + self.assertEqual(filetype.count(), n_nonsparse) + + self.send_signal(widget.Inputs.data, None) + self.send_signal(widget.Inputs.data, data) + self.assertEqual(filetype.count(), n_nonsparse) + + self.send_signal(widget.Inputs.data, None) + self.send_signal(widget.Inputs.data, sparse_data) + self.assertEqual(filetype.count(), n_sparse)

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