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-rw-r--r--silx/gui/plot/stats/statshandler.py190
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diff --git a/silx/gui/plot/stats/statshandler.py b/silx/gui/plot/stats/statshandler.py
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-# coding: utf-8
-# /*##########################################################################
-#
-# Copyright (c) 2017-2018 European Synchrotron Radiation Facility
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy
-# of this software and associated documentation files (the "Software"), to deal
-# in the Software without restriction, including without limitation the rights
-# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-# copies of the Software, and to permit persons to whom the Software is
-# furnished to do so, subject to the following conditions:
-#
-# The above copyright notice and this permission notice shall be included in
-# all copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-# THE SOFTWARE.
-#
-# ###########################################################################*/
-"""
-"""
-
-__authors__ = ["H. Payno"]
-__license__ = "MIT"
-__date__ = "05/06/2018"
-
-
-import logging
-
-from silx.gui import qt
-from silx.gui.plot import stats as statsmdl
-
-logger = logging.getLogger(__name__)
-
-
-class _FloatItem(qt.QTableWidgetItem):
- """Simple QTableWidgetItem allowing ordering on floats"""
-
- def __init__(self, type=qt.QTableWidgetItem.Type):
- qt.QTableWidgetItem.__init__(self, type=type)
-
- def __lt__(self, other):
- return float(self.text()) < float(other.text())
-
-
-class StatFormatter(object):
- """
- Class used to apply format on :class:`Stat`
-
- :param formatter: the formatter. Defined as str.format()
- :param qItemClass: the class inheriting from :class:`QTableWidgetItem`
- which will be used to display the result of the
- statistic computation.
- """
- DEFAULT_FORMATTER = '{0:.3f}'
-
- def __init__(self, formatter=DEFAULT_FORMATTER, qItemClass=_FloatItem):
- self.formatter = formatter
- self.tabWidgetItemClass = qItemClass
-
- def format(self, val):
- if self.formatter is None or val is None:
- return str(val)
- else:
- return self.formatter.format(val)
-
-
-class StatsHandler(object):
- """
- Give
- create:
-
- * Stats object which will manage the statistic computation
- * Associate formatter and :class:`Stat`
-
- :param statFormatters: Stat and optional formatter.
- If elements are given as a tuple, elements
- should be (:class:`Stat`, formatter).
- Otherwise should be :class:`Stat` elements.
- :rtype: List or tuple
- """
-
- def __init__(self, statFormatters):
- self.stats = statsmdl.Stats()
- self.formatters = {}
- for elmt in statFormatters:
- helper = _StatHelper(elmt)
- self.add(stat=helper.stat, formatter=helper.statFormatter)
-
- def add(self, stat, formatter=None):
- assert isinstance(stat, statsmdl.StatBase)
- self.stats.add(stat)
- _formatter = formatter
- if type(_formatter) is str:
- _formatter = StatFormatter(formatter=_formatter)
- self.formatters[stat.name] = _formatter
-
- def format(self, name, val):
- """
- Apply the format for the `name` statistic and the given value
- :param name: the name of the associated statistic
- :param val: value before formatting
- :return: formatted value
- """
- if name not in self.formatters:
- logger.warning("statistic %s haven't been registred" % name)
- return val
- else:
- if self.formatters[name] is None:
- return str(val)
- else:
- if isinstance(val, (tuple, list)):
- res = []
- [res.append(self.formatters[name].format(_val)) for _val in val]
- return ', '.join(res)
- else:
- return self.formatters[name].format(val)
-
- def calculate(self, item, plot, onlimits):
- """
- compute all statistic registred and return the list of formatted
- statistics result.
-
- :param item: item for which we want to compute statistics
- :param plot: plot containing the item
- :param onlimits: True if we want to compute statistics on visible data
- only
- :return: list of formatted statistics (as str)
- :rtype: dict
- """
- res = self.stats.calculate(item, plot, onlimits)
- for resName, resValue in list(res.items()):
- res[resName] = self.format(resName, res[resName])
- return res
-
-
-class _StatHelper(object):
- """
- Helper class to generated the requested StatBase instance and the
- associated StatFormatter
- """
- def __init__(self, arg):
- self.statFormatter = None
- self.stat = None
-
- if isinstance(arg, statsmdl.StatBase):
- self.stat = arg
- else:
- assert len(arg) > 0
- if isinstance(arg[0], statsmdl.StatBase):
- self.dealWithStatAndFormatter(arg)
- else:
- _arg = arg
- if isinstance(arg[0], tuple):
- _arg = arg[0]
- if len(arg) > 1:
- self.statFormatter = arg[1]
- self.createStatInstanceAndFormatter(_arg)
-
- def dealWithStatAndFormatter(self, arg):
- assert isinstance(arg[0], statsmdl.StatBase)
- self.stat = arg[0]
- if len(arg) > 2:
- raise ValueError('To many argument with %s. At most one '
- 'argument can be associated with the '
- 'BaseStat (the `StatFormatter`')
- if len(arg) is 2:
- assert isinstance(arg[1], (StatFormatter, type(None), str))
- self.statFormatter = arg[1]
-
- def createStatInstanceAndFormatter(self, arg):
- if type(arg[0]) is not str:
- raise ValueError('first element of the tuple should be a string'
- ' or a StatBase instance')
- if len(arg) is 1:
- raise ValueError('A function should be associated with the'
- 'stat name')
- if len(arg) > 3:
- raise ValueError('Two much argument given for defining statistic.'
- 'Take at most three arguments (name, function, '
- 'kinds)')
- if len(arg) is 2:
- self.stat = statsmdl.Stat(name=arg[0], fct=arg[1])
- else:
- self.stat = statsmdl.Stat(name=arg[0], fct=arg[1], kinds=arg[2])