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63 changes: 63 additions & 0 deletions Orange/widgets/data/owtable.py
Original file line number Diff line number Diff line change
Expand Up @@ -441,6 +441,8 @@ def __init__(self):

self.dist_color = QColor(*self.dist_color_RGB)

info_box = gui.vBox(self.controlArea, "Info")
self.info_text = gui.widgetLabel(info_box)
self._set_input_summary(None)
self._set_output_summary(None)
gui.separator(self.controlArea)
Expand Down Expand Up @@ -712,6 +714,67 @@ def format_summary(summary):
details = format_summary_details(slot.table)
self.info.set_input_summary(summary, details)

self.info_text.setText("\n".join(self._info_box_text(slot)))

@staticmethod
def _info_box_text(slot):
def format_part(part):
if isinstance(part, DenseArray):
if not part.nans:
return ""
perc = 100 * part.nans / (part.nans + part.non_nans)
return f" ({perc:.1f} % missing data)"

if isinstance(part, SparseArray):
tag = "sparse"
elif isinstance(part, SparseBoolArray):
tag = "tags"
else: # isinstance(part, NotAvailable)
return ""
dens = 100 * part.non_nans / (part.nans + part.non_nans)
return f" ({tag}, density {dens:.2f} %)"

def desc(n, part):
if n == 0:
return f"No {part}s"
elif n == 1:
return f"1 {part}"
else:
return f"{n} {part}s"

if slot is None:
return "No data."
summary = slot.summary
text = []
if isinstance(summary, ApproxSummary):
if summary.len.done():
text.append(f"{summary.len.result()} instances")
else:
text.append(f"~{summary.approx_len} instances")
elif isinstance(summary, Summary):
text.append(f"{summary.len} instances")
if sum(p.nans for p in [summary.X, summary.Y, summary.M]) == 0:
text[-1] += " (no missing data)"

text.append(desc(len(summary.domain.attributes), "feature")
+ format_part(summary.X))

if not summary.domain.class_vars:
text.append("No target variable.")
else:
if len(summary.domain.class_vars) > 1:
c_text = desc(len(summary.domain.class_vars), "outcome")
elif summary.domain.has_continuous_class:
c_text = "Numeric outcome"
else:
c_text = "Target with " \
+ desc(len(summary.domain.class_var.values), "value")
text.append(c_text + format_part(summary.Y))

text.append(desc(len(summary.domain.metas), "meta attribute")
+ format_part(summary.M))
return text

def _set_output_summary(self, output):
summary = len(output) if output else self.info.NoOutput
details = format_summary_details(output) if output else ""
Expand Down