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import logging
import numbers
import os
import traceback
from xml.sax.saxutils import escape
from concurrent.futures import ThreadPoolExecutor, Future
from types import SimpleNamespace
from typing import Optional, Dict, Tuple, List
from collections import namedtuple
from AnyQt.QtWidgets import (
QLabel, QLineEdit, QTextBrowser, QSplitter, QTreeView,
QStyleOptionViewItem, QStyledItemDelegate, QStyle, QApplication,
QHBoxLayout, QComboBox
)
from AnyQt.QtGui import QStandardItemModel, QStandardItem, QBrush, QColor
from AnyQt.QtCore import (
Qt, QSize, QObject, QThread, QModelIndex, QSortFilterProxyModel,
QItemSelectionModel,
pyqtSlot as Slot, pyqtSignal as Signal
)
from serverfiles import LocalFiles, ServerFiles, sizeformat
import Orange.data
from Orange.misc.environ import data_dir
from Orange.widgets import gui
from Orange.widgets.settings import Setting
from Orange.widgets.utils.signals import Output
from Orange.widgets.utils.widgetpreview import WidgetPreview
from Orange.widgets.widget import OWWidget, Msg
log = logging.getLogger(__name__)
# These two constants are used in settings (and in the proxy filter model).
# The corresponding options in the combo box are translatable, therefore
# the settings must be stored in language-independent form.
GENERAL_DOMAIN = None
ALL_DOMAINS = "" # The setting is Optional[str], so don't use other types here
# The number of characters at which filter overrides the domain and language
FILTER_OVERRIDE_LENGTH = 4
def ensure_local(index_url, file_path, local_cache_path,
force=False, progress_advance=None):
localfiles = LocalFiles(local_cache_path,
serverfiles=ServerFiles(server=index_url))
if force:
localfiles.download(*file_path, callback=progress_advance)
return localfiles.localpath_download(*file_path, callback=progress_advance)
def list_remote(server: str) -> Dict[Tuple[str, ...], dict]:
client = ServerFiles(server)
return client.allinfo()
def list_local(path: str) -> Dict[Tuple[str, ...], dict]:
return LocalFiles(path).allinfo()
def format_exception(error):
# type: (BaseException) -> str
return "\n".join(traceback.format_exception_only(type(error), error))
class UniformHeightDelegate(QStyledItemDelegate):
"""
Item delegate that always includes the icon size in the size hint.
"""
def sizeHint(self, option, index):
# type: (QStyleOptionViewItem, QModelIndex) -> QSize
opt = QStyleOptionViewItem(option)
self.initStyleOption(option, index)
opt.features |= QStyleOptionViewItem.HasDecoration
widget = option.widget
style = widget.style() if widget is not None else QApplication.style()
sh = style.sizeFromContents(
QStyle.CT_ItemViewItem, opt, QSize(), widget)
return sh
class SizeDelegate(UniformHeightDelegate):
def initStyleOption(self, option, index):
# type: (QStyleOptionViewItem, QModelIndex) -> None
super().initStyleOption(option, index)
value = index.data(Qt.DisplayRole)
if isinstance(value, numbers.Integral):
option.text = sizeformat(int(value))
option.displayAlignment = Qt.AlignRight | Qt.AlignVCenter
class NumericalDelegate(UniformHeightDelegate):
def initStyleOption(self, option, index):
# type: (QStyleOptionViewItem, QModelIndex) -> None
super().initStyleOption(option, index)
data = index.data(Qt.DisplayRole)
align = index.data(Qt.TextAlignmentRole)
if align is None and isinstance(data, numbers.Number):
# Right align if the model does not specify otherwise
option.displayAlignment = Qt.AlignRight | Qt.AlignVCenter
class UniformHeightIndicatorDelegate(
UniformHeightDelegate, gui.IndicatorItemDelegate):
pass
class Namespace(SimpleNamespace):
PUBLISHED, UNLISTED = range(2)
def __init__(self, **kwargs):
self.file_path = None
self.prefix = None
self.filename = None
self.islocal = None
self.outdated = None
# tags from JSON info file
self.title = None
self.description = None
self.instances = None
self.variables = None
self.target = None
self.size = None
self.source = None
self.year = None
self.references = []
self.seealso = []
self.tags = []
self.language = "English"
self.domain = None
self.publication_status = self.PUBLISHED
super().__init__(**kwargs)
# if title missing, use filename
if not self.title and self.filename:
self.title = self.filename
class TreeViewWithReturn(QTreeView):
returnPressed = Signal()
def keyPressEvent(self, e):
if e.key() == Qt.Key_Return:
self.returnPressed.emit()
else:
super().keyPressEvent(e)
class SortFilterProxyWithLanguage(QSortFilterProxyModel):
def __init__(self):
super().__init__()
self.__language = None
self.__domain = None
self.__filter = None
def setFilterFixedString(self, pattern):
self.__filter = pattern and pattern.casefold()
super().setFilterFixedString(pattern)
def setLanguage(self, language):
self.__language = language
self.invalidateFilter()
def language(self):
return self.__language
def setDomain(self, domain):
self.__domain = domain
self.invalidateFilter()
def domain(self):
return self.__domain
def filterAcceptsRow(self, row, parent):
source = self.sourceModel()
data = source.index(row, 0).data(Qt.UserRole)
in_filter = (
self.__filter is not None
and len(self.__filter) >= FILTER_OVERRIDE_LENGTH
and self.__filter in data.title.casefold()
)
published_ok = data.publication_status == Namespace.PUBLISHED
domain_ok = self.__domain in (ALL_DOMAINS, data.domain)
language_ok = self.__language in (None, data.language)
return (super().filterAcceptsRow(row, parent)
and (published_ok and domain_ok and language_ok
or in_filter))
class OWDataSets(OWWidget):
name = "Datasets"
description = "Load a dataset from an online repository"
icon = "icons/DataSets.svg"
priority = 20
replaces = ["orangecontrib.prototypes.widgets.owdatasets.OWDataSets"]
keywords = "datasets, online, data, sets"
want_control_area = False
# The following constants can be overridden in a subclass
# to reuse this widget for a different repository
# Take care when refactoring! (used in e.g. single-cell)
INDEX_URL = "https://datasets.biolab.si/"
DATASET_DIR = "datasets"
DEFAULT_LANG = "English"
ALL_LANGUAGES = "All Languages"
# These two combo options are translatable; others (domain names) are not
GENERAL_DOMAIN_LABEL = "(General)"
ALL_DOMAINS_LABEL = "(Show all)"
# override HEADER_SCHEMA to define new columns
# if schema is changed override methods: self.assign_delegates and
# self.create_model
HEADER_SCHEMA = [
['islocal', {'label': ''}],
['title', {'label': 'Title'}],
['size', {'label': 'Size'}],
['instances', {'label': 'Instances'}],
['variables', {'label': 'Variables'}],
['target', {'label': 'Target'}],
['tags', {'label': 'Tags'}]
] # type: List[str, dict]
IndicatorBrushes = (QBrush(Qt.darkGray), QBrush(QColor(0, 192, 0)))
class Error(OWWidget.Error):
no_remote_datasets = Msg("Could not fetch dataset list")
class Warning(OWWidget.Warning):
only_local_datasets = Msg("Could not fetch datasets list, only local "
"cached datasets are shown")
class Outputs:
data = Output("Data", Orange.data.Table)
#: Selected dataset id
selected_id: Optional[str] = Setting(None)
language = Setting(DEFAULT_LANG)
domain = Setting(GENERAL_DOMAIN)
filter_hint: Optional[str] = Setting(None)
settings_version = 2
#: main area splitter state
splitter_state = Setting(b'') # type: bytes
header_state = Setting(b'') # type: bytes
def __init__(self):
super().__init__()
self.allinfo_local = {}
self.allinfo_remote = {}
self.local_cache_path = os.path.join(data_dir(), self.DATASET_DIR)
# current_output does not equal selected_id when, for instance, the
# data is still downloading
self.current_output = None
self._header_labels = [
header['label'] for _, header in self.HEADER_SCHEMA]
self._header_index = namedtuple(
'_header_index', [info_tag for info_tag, _ in self.HEADER_SCHEMA])
self.Header = self._header_index(
*[index for index, _ in enumerate(self._header_labels)])
self.__awaiting_state = None # type: Optional[_FetchState]
layout = QHBoxLayout()
self.filterLineEdit = QLineEdit(
textChanged=self.filter, placeholderText="Search for data set ..."
)
self.filterLineEdit.setToolTip(
"Typing four letters or more overrides domain and language filters")
layout.addWidget(self.filterLineEdit)
self.combo_elements = []
layout.addSpacing(20)
label = QLabel("Show data sets in ")
layout.addWidget(label)
self.combo_elements.append(label)
lang_combo = self.language_combo = QComboBox()
languages = [self.DEFAULT_LANG, self.ALL_LANGUAGES]
if self.language is not None and self.language not in languages:
languages.insert(1, self.language)
lang_combo.addItems(languages)
if self.language is None:
lang_combo.setCurrentIndex(lang_combo.count() - 1)
else:
lang_combo.setCurrentText(self.language)
lang_combo.activated.connect(self._on_language_changed)
layout.addWidget(lang_combo)
self.combo_elements.append(lang_combo)
domain_combo = self.domain_combo = QComboBox()
domain_combo.addItem(self.GENERAL_DOMAIN_LABEL)
domain_combo.activated.connect(self._on_domain_changed)
if self.core_widget:
layout.addSpacing(20)
label = QLabel("Domain:")
layout.addWidget(label)
self.combo_elements.append(label)
layout.addWidget(domain_combo)
self.combo_elements.append(domain_combo)
self.mainArea.layout().addLayout(layout)
self.splitter = QSplitter(orientation=Qt.Vertical)
self.view = TreeViewWithReturn(
sortingEnabled=True,
selectionMode=QTreeView.SingleSelection,
alternatingRowColors=True,
rootIsDecorated=False,
editTriggers=QTreeView.NoEditTriggers,
uniformRowHeights=True,
toolTip="Press Return or double-click to send"
)
# the method doesn't exists yet, pylint: disable=unnecessary-lambda
self.view.doubleClicked.connect(self.commit)
self.view.returnPressed.connect(self.commit)
box = gui.widgetBox(self.splitter, "Description", addToLayout=False)
self.descriptionlabel = QLabel(
wordWrap=True,
textFormat=Qt.RichText,
)
self.descriptionlabel = QTextBrowser(
openExternalLinks=True,
textInteractionFlags=(Qt.TextSelectableByMouse |
Qt.LinksAccessibleByMouse)
)
self.descriptionlabel.setFrameStyle(QTextBrowser.NoFrame)
# no (white) text background
self.descriptionlabel.viewport().setAutoFillBackground(False)
box.layout().addWidget(self.descriptionlabel)
self.splitter.addWidget(self.view)
self.splitter.addWidget(box)
self.splitter.setSizes([300, 200])
self.splitter.splitterMoved.connect(
lambda:
setattr(self, "splitter_state", bytes(self.splitter.saveState()))
)
self.mainArea.layout().addWidget(self.splitter)
proxy = SortFilterProxyWithLanguage()
proxy.setFilterKeyColumn(-1)
proxy.setFilterCaseSensitivity(Qt.CaseInsensitive)
self.view.setModel(proxy)
if not self.core_widget:
self.domain = ALL_DOMAINS
self.view.model().setDomain(self.domain)
if self.splitter_state:
self.splitter.restoreState(self.splitter_state)
self.assign_delegates()
self.setBlocking(True)
self.setStatusMessage("Initializing")
self._executor = ThreadPoolExecutor(max_workers=1)
f = self._executor.submit(list_remote, self.INDEX_URL)
w = FutureWatcher(f, parent=self)
w.done.connect(self.__set_index)
self._on_language_changed()
# Single cell add-on has a data set widget that derives from this one
# although this class isn't defined as open. Adding the domain broke
# single-cell. A proper solution would be to split this widget into an
# (open) base class and a closed widget that adds the domain functionality.
# Yet, simply excluding three chunks of code makes this code simpler
# - which is better, if we assume that extending this widget is an anomaly.
@property
def core_widget(self):
# Compare by names; unit tests wrap widget classes in to detect
# missing onDeleteWidget calls
return type(self).__name__ == OWDataSets.__name__
def assign_delegates(self):
# NOTE: All columns must have size hinting delegates.
# QTreeView queries only the columns displayed in the viewport so
# the layout would be different depending in the horizontal scroll
# position
self.view.setItemDelegate(UniformHeightDelegate(self))
self.view.setItemDelegateForColumn(
self.Header.islocal,
UniformHeightIndicatorDelegate(self, indicatorSize=4)
)
self.view.setItemDelegateForColumn(
self.Header.size,
SizeDelegate(self)
)
self.view.setItemDelegateForColumn(
self.Header.instances,
NumericalDelegate(self)
)
self.view.setItemDelegateForColumn(
self.Header.variables,
NumericalDelegate(self)
)
self.view.resizeColumnToContents(self.Header.islocal)
def _parse_info(self, file_path):
if file_path in self.allinfo_remote:
info = self.allinfo_remote[file_path]
else:
info = self.allinfo_local[file_path]
islocal = file_path in self.allinfo_local
isremote = file_path in self.allinfo_remote
outdated = islocal and isremote and (
self.allinfo_remote[file_path].get('version', '')
!= self.allinfo_local[file_path].get('version', '')
)
islocal &= not outdated
prefix = os.path.join('', *file_path[:-1])
filename = file_path[-1]
return Namespace(file_path=file_path, prefix=prefix, filename=filename,
islocal=islocal, outdated=outdated, **info)
def create_model(self):
self.update_language_combo()
self.update_domain_combo()
return self.update_model()
def update_language_combo(self):
combo = self.language_combo
current_language = combo.currentText()
allkeys = set(self.allinfo_local) | set(self.allinfo_remote)
languages = {self._parse_info(key).language for key in allkeys}
if self.language is not None:
languages.add(self.language)
languages = sorted(languages)
combo.clear()
if self.DEFAULT_LANG not in languages:
combo.addItem(self.DEFAULT_LANG)
combo.addItems(languages + [self.ALL_LANGUAGES])
if current_language in languages or current_language == self.ALL_LANGUAGES:
combo.setCurrentText(current_language)
elif self.DEFAULT_LANG in languages:
combo.setCurrentText(self.DEFAULT_LANG)
else:
combo.setCurrentText(self.ALL_LANGUAGES)
def update_domain_combo(self):
combo = self.domain_combo
allkeys = set(self.allinfo_local) | set(self.allinfo_remote)
domains = {self._parse_info(key).domain for key in allkeys}
domains -= {None, "sc"}
if domains:
combo.addItems(sorted(domains))
combo.addItem(self.ALL_DOMAINS_LABEL)
def update_model(self):
allkeys = set(self.allinfo_local) | set(self.allinfo_remote)
allkeys = sorted(allkeys)
model = QStandardItemModel(self)
model.setHorizontalHeaderLabels(self._header_labels)
current_index = -1
localinfo = list_local(self.local_cache_path)
for i, file_path in enumerate(allkeys):
datainfo = self._parse_info(file_path)
item1 = QStandardItem()
# this elegant and spotless trick is used for sorting
state = self.indicator_state_for_info(datainfo, localinfo)
item1.setData({None: "", False: " ", True: " "}[state], Qt.DisplayRole)
item1.setData(state, UniformHeightIndicatorDelegate.IndicatorRole)
item1.setData(self.IndicatorBrushes[0], Qt.ForegroundRole)
item1.setData(datainfo, Qt.UserRole)
item2 = QStandardItem(datainfo.title)
item3 = QStandardItem()
item3.setData(datainfo.size, Qt.DisplayRole)
item4 = QStandardItem()
item4.setData(datainfo.instances, Qt.DisplayRole)
item5 = QStandardItem()
item5.setData(datainfo.variables, Qt.DisplayRole)
item6 = QStandardItem()
item6.setData(datainfo.target, Qt.DisplayRole)
if datainfo.target:
item6.setIcon(variable_icon(datainfo.target))
item7 = QStandardItem()
item7.setData(", ".join(datainfo.tags) if datainfo.tags else "",
Qt.DisplayRole)
row = [item1, item2, item3, item4, item5, item6, item7]
model.appendRow(row)
# for settings do not use os.path.join (Windows separator is different)
if file_path[-1] == self.selected_id:
current_index = i
if self.core_widget:
self.domain = datainfo.domain
if self.domain == "sc": # domain from the list of ignored domain
self.domain = ALL_DOMAINS
self.__update_domain_combo()
self._on_domain_changed()
return model, current_index
def __update_domain_combo(self):
combo = self.domain_combo
if self.domain == GENERAL_DOMAIN:
combo.setCurrentIndex(0)
elif self.domain == ALL_DOMAINS:
combo.setCurrentIndex(combo.count() - 1)
else:
combo.setCurrentText(self.domain)
def _on_language_changed(self):
combo = self.language_combo
if combo.currentIndex() == combo.count() - 1:
self.language = None
else:
self.language = combo.currentText()
self.view.model().setLanguage(self.language)
def _on_domain_changed(self):
combo = self.domain_combo
if combo.currentIndex() == 0:
self.domain = GENERAL_DOMAIN
elif combo.currentIndex() == combo.count() - 1:
self.domain = ALL_DOMAINS
else:
self.domain = combo.currentText()
self.view.model().setDomain(self.domain)
@Slot(object)
def __set_index(self, f):
# type: (Future) -> None
# set results from `list_remote` query.
assert QThread.currentThread() is self.thread()
assert f.done()
self.setBlocking(False)
self.setStatusMessage("")
self.allinfo_local = list_local(self.local_cache_path)
try:
self.allinfo_remote = f.result()
except Exception: # anytying can happen, pylint: disable=broad-except
log.exception("Error while fetching updated index")
if not self.allinfo_local:
self.Error.no_remote_datasets()
else:
self.Warning.only_local_datasets()
self.allinfo_remote = {}
model, current_index = self.create_model()
self.set_model(model, current_index)
def set_model(self, model, current_index):
self.view.model().setSourceModel(model)
if current_index != -1:
for hint in (
self.filter_hint,
model.index(current_index, 0).data(Qt.UserRole).title):
if self.view.model().filterAcceptsRow(current_index,
QModelIndex()):
break
self.filterLineEdit.setText(hint)
self.filter()
self.view.selectionModel().selectionChanged.connect(
self.__on_selection
)
scw = self.view.setColumnWidth
width = self.view.fontMetrics().horizontalAdvance
self.view.resizeColumnToContents(0)
scw(self.Header.title, width("X" * 37))
scw(self.Header.size, 20 + max(width("888 bytes "), width("9999.9 MB ")))
scw(self.Header.instances, 20 + width("100000000"))
scw(self.Header.variables, 20 + width("1000000"))
header = self.view.header()
header.restoreState(self.header_state)
if current_index != -1:
selmodel = self.view.selectionModel()
selmodel.select(
self.view.model().mapFromSource(model.index(current_index, 0)),
QItemSelectionModel.ClearAndSelect | QItemSelectionModel.Rows)
self.commit()
def indicator_state_for_info(self, info, localinfo):
if not info.file_path in localinfo:
return None
return (
os.path.join(self.local_cache_path, *info.file_path)
== self.current_output)
def __update_cached_state(self):
model = self.view.model().sourceModel()
assert isinstance(model, QStandardItemModel)
allinfo = []
localinfo = list_local(self.local_cache_path)
for i in range(model.rowCount()):
item = model.item(i, 0)
info = item.data(Qt.UserRole)
state = self.indicator_state_for_info(info, localinfo)
# this elegant and spotless trick is used for sorting
item.setData({None: "", False: " ", True: " "}[state], Qt.DisplayRole)
item.setData(state, UniformHeightIndicatorDelegate.IndicatorRole)
item.setData(self.IndicatorBrushes[bool(state)], Qt.ForegroundRole)
allinfo.append(info)
def selected_dataset(self):
"""
Return the current selected dataset info or None if not selected
Returns
-------
info : Optional[Namespace]
"""
rows = self.view.selectionModel().selectedRows(0)
assert 0 <= len(rows) <= 1
current = rows[0] if rows else None # type: Optional[QModelIndex]
if current is not None:
info = current.data(Qt.UserRole)
assert isinstance(info, Namespace)
else:
info = None
return info
def filter(self):
filter_string = self.filterLineEdit.text().strip()
enable_combos = len(filter_string) < FILTER_OVERRIDE_LENGTH
if enable_combos is not self.domain_combo.isEnabled():
for element in self.combo_elements:
element.setEnabled(enable_combos)
if enable_combos:
self.__update_domain_combo()
self.language_combo.setCurrentText(self.language)
else:
self.domain_combo.setCurrentText(self.ALL_DOMAINS_LABEL)
self.language_combo.setCurrentText(self.ALL_LANGUAGES)
self.filter_hint = filter_string
proxyModel = self.view.model()
if proxyModel:
proxyModel.setFilterFixedString(filter_string)
def __on_selection(self):
# Main datasets view selection has changed
rows = self.view.selectionModel().selectedRows(0)
assert 0 <= len(rows) <= 1
current = rows[0] if rows else None # type: Optional[QModelIndex]
if current is not None:
current = self.view.model().mapToSource(current)
di = current.data(Qt.UserRole)
text = description_html(di)
self.descriptionlabel.setText(text)
else:
self.descriptionlabel.setText("")
def commit(self):
"""
Commit a dataset to the output immediately (if available locally) or
schedule download background and an eventual send.
During the download the widget is in blocking state
(OWWidget.isBlocking)
"""
di = self.selected_dataset()
if di is not None:
self.Error.clear()
self.selected_id = di.file_path[-1]
if self.__awaiting_state is not None:
# disconnect from the __commit_complete
self.__awaiting_state.watcher.done.disconnect(
self.__commit_complete)
# .. and connect to update_cached_state
# self.__awaiting_state.watcher.done.connect(
# self.__update_cached_state)
# TODO: There are possible pending __progress_advance queued
self.__awaiting_state.pb.advance.disconnect(
self.__progress_advance)
self.progressBarFinished()
self.__awaiting_state = None
if not di.islocal:
pr = Progress()
pr.advance.connect(self.__progress_advance, Qt.QueuedConnection)
self.progressBarInit()
self.setStatusMessage("Fetching...")
self.setBlocking(True)
f = self._executor.submit(
ensure_local, self.INDEX_URL, di.file_path,
self.local_cache_path, force=di.outdated,
progress_advance=pr.advance.emit)
w = FutureWatcher(f, parent=self)
w.done.connect(self.__commit_complete)
self.__awaiting_state = _FetchState(f, w, pr)
else:
self.setStatusMessage("")
self.setBlocking(False)
self.commit_cached(di.file_path)
else:
self.selected_id = None
self.load_and_output(None)
@Slot(object)
def __commit_complete(self, f):
# complete the commit operation after the required file has been
# downloaded
assert QThread.currentThread() is self.thread()
assert self.__awaiting_state is not None
assert self.__awaiting_state.future is f
if self.isBlocking():
self.progressBarFinished()
self.setBlocking(False)
self.setStatusMessage("")
self.__awaiting_state = None
try:
path = f.result()
# anything can happen here, pylint: disable=broad-except
except Exception as ex:
log.exception("Error:")
self.error(format_exception(ex))
path = None
self.load_and_output(path)
def commit_cached(self, file_path):
path = LocalFiles(self.local_cache_path).localpath(*file_path)
self.load_and_output(path)
@Slot()
def __progress_advance(self):
assert QThread.currentThread() is self.thread()
self.progressBarAdvance(1)
def onDeleteWidget(self):
super().onDeleteWidget()
if self.__awaiting_state is not None:
self.__awaiting_state.watcher.done.disconnect(self.__commit_complete)
self.__awaiting_state.pb.advance.disconnect(self.__progress_advance)
self.__awaiting_state = None
def sizeHint(self):
return QSize(1100, 500)
def closeEvent(self, event):
self.splitter_state = bytes(self.splitter.saveState())
self.header_state = bytes(self.view.header().saveState())
super().closeEvent(event)
def load_and_output(self, path):
if path is None:
self.Outputs.data.send(None)
else:
data = self.load_data(path)
self.Outputs.data.send(data)
self.current_output = path
self.__update_cached_state()
@staticmethod
def load_data(path):
return Orange.data.Table(path)
@classmethod
def migrate_settings(cls, settings, version: Optional[int] = None):
selected_id = settings.get("selected_id")
if isinstance(selected_id, str):
# until including 3.36.0 selected dataset was saved with \ on Windows
selected_id = selected_id.replace("\\", "/")
if version is None or version < 2:
settings["selected_id"] = selected_id.split("/")[-1]
class FutureWatcher(QObject):
done = Signal(object)
_p_done_notify = Signal(object)
def __init__(self, future, parent=None, **kwargs):
super().__init__(parent, **kwargs)
self.__future = future
self._p_done_notify.connect(self.__on_done, Qt.QueuedConnection)
future.add_done_callback(self._p_done_notify.emit)
@Slot(object)
def __on_done(self, f):
assert f is self.__future
self.done.emit(self.__future)
class Progress(QObject):
advance = Signal()
class _FetchState:
def __init__(self, future, watcher, pb):
self.future = future
self.watcher = watcher
self.pb = pb
def variable_icon(name):
if name == "categorical":
return gui.attributeIconDict[Orange.data.DiscreteVariable("x")]
elif name == "numeric": # ??
return gui.attributeIconDict[Orange.data.ContinuousVariable("x")]
else:
return gui.attributeIconDict[-1]
def make_html_list(items):
if items is None:
return ''
style = '"margin: 5px; text-indent: -40px; margin-left: 40px;"'
def format_item(i):
return f'<p style={style}><small>{i}</small></p>'
return '\n'.join([format_item(i) for i in items])
def description_html(datainfo):
# type: (Namespace) -> str
"""
Summarize a data info as a html fragment.
"""
html = []
year = f" ({datainfo.year})" if datainfo.year else ""
source = f", from {datainfo.source}" if datainfo.source else ""
html.append(f"<b>{escape(datainfo.title)}</b>{year}{source}")
html.append(f"<p>{datainfo.description}</p>")
seealso = make_html_list(datainfo.seealso)
if seealso:
html.append("<small><b>See Also</b>\n" + seealso + "</small>")
refs = make_html_list(datainfo.references)
if refs:
html.append("<small><b>References</b>\n" + refs + "</small>")
return "\n".join(html)
if __name__ == "__main__": # pragma: no cover
WidgetPreview(OWDataSets).run()
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