pyqtgraph/widgets/TableWidget.py

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# -*- coding: utf-8 -*-
from pyqtgraph.Qt import QtGui, QtCore
import numpy as np
try:
import metaarray
HAVE_METAARRAY = True
except:
HAVE_METAARRAY = False
__all__ = ['TableWidget']
class TableWidget(QtGui.QTableWidget):
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"""Extends QTableWidget with some useful functions for automatic data handling
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and copy / export context menu. Can automatically format and display:
- numpy arrays
- numpy record arrays
- metaarrays
- list-of-lists [[1,2,3], [4,5,6]]
- dict-of-lists {'x': [1,2,3], 'y': [4,5,6]}
- list-of-dicts [{'x': 1, 'y': 4}, {'x': 2, 'y': 5}, ...]
"""
def __init__(self, *args):
QtGui.QTableWidget.__init__(self, *args)
self.setVerticalScrollMode(self.ScrollPerPixel)
self.setSelectionMode(QtGui.QAbstractItemView.ContiguousSelection)
self.clear()
self.contextMenu = QtGui.QMenu()
self.contextMenu.addAction('Copy Selection').triggered.connect(self.copySel)
self.contextMenu.addAction('Copy All').triggered.connect(self.copyAll)
self.contextMenu.addAction('Save Selection').triggered.connect(self.saveSel)
self.contextMenu.addAction('Save All').triggered.connect(self.saveAll)
def clear(self):
QtGui.QTableWidget.clear(self)
self.verticalHeadersSet = False
self.horizontalHeadersSet = False
self.items = []
self.setRowCount(0)
self.setColumnCount(0)
def setData(self, data):
self.clear()
self.appendData(data)
def appendData(self, data):
"""Types allowed:
1 or 2D numpy array or metaArray
1D numpy record array
list-of-lists, list-of-dicts or dict-of-lists
"""
fn0, header0 = self.iteratorFn(data)
if fn0 is None:
self.clear()
return
it0 = fn0(data)
try:
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first = next(it0)
except StopIteration:
return
#if type(first) == type(np.float64(1)):
# return
fn1, header1 = self.iteratorFn(first)
if fn1 is None:
self.clear()
return
#print fn0, header0
#print fn1, header1
firstVals = [x for x in fn1(first)]
self.setColumnCount(len(firstVals))
#print header0, header1
if not self.verticalHeadersSet and header0 is not None:
#print "set header 0:", header0
self.setRowCount(len(header0))
self.setVerticalHeaderLabels(header0)
self.verticalHeadersSet = True
if not self.horizontalHeadersSet and header1 is not None:
#print "set header 1:", header1
self.setHorizontalHeaderLabels(header1)
self.horizontalHeadersSet = True
self.setRow(0, firstVals)
i = 1
for row in it0:
self.setRow(i, [x for x in fn1(row)])
i += 1
def iteratorFn(self, data):
"""Return 1) a function that will provide an iterator for data and 2) a list of header strings"""
if isinstance(data, list):
return lambda d: d.__iter__(), None
elif isinstance(data, dict):
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return lambda d: iter(d.values()), list(map(str, data.keys()))
elif HAVE_METAARRAY and isinstance(data, metaarray.MetaArray):
if data.axisHasColumns(0):
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header = [str(data.columnName(0, i)) for i in range(data.shape[0])]
elif data.axisHasValues(0):
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header = list(map(str, data.xvals(0)))
else:
header = None
return self.iterFirstAxis, header
elif isinstance(data, np.ndarray):
return self.iterFirstAxis, None
elif isinstance(data, np.void):
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return self.iterate, list(map(str, data.dtype.names))
elif data is None:
return (None,None)
else:
raise Exception("Don't know how to iterate over data type: %s" % str(type(data)))
def iterFirstAxis(self, data):
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for i in range(data.shape[0]):
yield data[i]
def iterate(self, data): ## for numpy.void, which can be iterated but mysteriously has no __iter__ (??)
for x in data:
yield x
def appendRow(self, data):
self.appendData([data])
def addRow(self, vals):
#print "add row:", vals
row = self.rowCount()
self.setRowCount(row+1)
self.setRow(row, vals)
def setRow(self, row, vals):
if row > self.rowCount()-1:
self.setRowCount(row+1)
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for col in range(self.columnCount()):
val = vals[col]
if isinstance(val, float) or isinstance(val, np.floating):
s = "%0.3g" % val
else:
s = str(val)
item = QtGui.QTableWidgetItem(s)
item.value = val
#print "add item to row %d:"%row, item, item.value
self.items.append(item)
self.setItem(row, col, item)
def serialize(self, useSelection=False):
"""Convert entire table (or just selected area) into tab-separated text values"""
if useSelection:
selection = self.selectedRanges()[0]
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rows = list(range(selection.topRow(), selection.bottomRow()+1))
columns = list(range(selection.leftColumn(), selection.rightColumn()+1))
else:
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rows = list(range(self.rowCount()))
columns = list(range(self.columnCount()))
data = []
if self.horizontalHeadersSet:
row = []
if self.verticalHeadersSet:
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row.append(asUnicode(''))
for c in columns:
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row.append(asUnicode(self.horizontalHeaderItem(c).text()))
data.append(row)
for r in rows:
row = []
if self.verticalHeadersSet:
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row.append(asUnicode(self.verticalHeaderItem(r).text()))
for c in columns:
item = self.item(r, c)
if item is not None:
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row.append(asUnicode(item.value))
else:
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row.append(asUnicode(''))
data.append(row)
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s = ''
for row in data:
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s += ('\t'.join(row) + '\n')
return s
def copySel(self):
"""Copy selected data to clipboard."""
QtGui.QApplication.clipboard().setText(self.serialize(useSelection=True))
def copyAll(self):
"""Copy all data to clipboard."""
QtGui.QApplication.clipboard().setText(self.serialize(useSelection=False))
def saveSel(self):
"""Save selected data to file."""
self.save(self.serialize(useSelection=True))
def saveAll(self):
"""Save all data to file."""
self.save(self.serialize(useSelection=False))
def save(self, data):
fileName = QtGui.QFileDialog.getSaveFileName(self, "Save As..", "", "Tab-separated values (*.tsv)")
if fileName == '':
return
open(fileName, 'w').write(data)
def contextMenuEvent(self, ev):
self.contextMenu.popup(ev.globalPos())
def keyPressEvent(self, ev):
if ev.text() == 'c' and ev.modifiers() == QtCore.Qt.ControlModifier:
ev.accept()
self.copy()
else:
ev.ignore()
if __name__ == '__main__':
app = QtGui.QApplication([])
win = QtGui.QMainWindow()
t = TableWidget()
win.setCentralWidget(t)
win.resize(800,600)
win.show()
ll = [[1,2,3,4,5]] * 20
ld = [{'x': 1, 'y': 2, 'z': 3}] * 20
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dl = {'x': list(range(20)), 'y': list(range(20)), 'z': list(range(20))}
a = np.ones((20, 5))
ra = np.ones((20,), dtype=[('x', int), ('y', int), ('z', int)])
t.setData(ll)
if HAVE_METAARRAY:
ma = metaarray.MetaArray(np.ones((20, 3)), info=[
{'values': np.linspace(1, 5, 20)},
{'cols': [
{'name': 'x'},
{'name': 'y'},
{'name': 'z'},
]}
])
t.setData(ma)
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