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327e32b8e1
| Author | SHA1 | Date | |
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| 327e32b8e1 | |||
| 7954ef2501 |
@ -1,13 +1,20 @@
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from typing import Optional
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from typing import Optional, Any, NamedTuple
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import pandas as pd
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import pandas as pd
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from PyQt5.QtWidgets import QWidget, QVBoxLayout
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from PyQt5.QtWidgets import QWidget, QVBoxLayout
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import pyqtgraph as pg
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import pyqtgraph as pg
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import numpy as np
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import numpy as np
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from numpy import floating
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from base.base import BasePlotWidget
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from base.base import BasePlotWidget
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class ProcessStage(NamedTuple):
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mean_value: floating[Any]
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start_index: int
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finish_index: int
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class PlotWidget(BasePlotWidget):
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class PlotWidget(BasePlotWidget):
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def _create_stage_region(self,
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def _create_stage_region(self,
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@ -26,10 +33,18 @@ class PlotWidget(BasePlotWidget):
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return region
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return region
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return None
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return None
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def _find_mid_in_stage(self,
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@staticmethod
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def _init_plot_widget(title: str) -> (pg.PlotWidget, pg.LegendItem):
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plot_widget = pg.PlotWidget(title=title)
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plot_widget.showGrid(x=True, y=True)
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legend = pg.LegendItem((80, 60), offset=(70, 20))
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legend.setParentItem(plot_widget.graphicsItem())
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return plot_widget, legend
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def get_stage_info(self,
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stage: str,
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stage: str,
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dataframe: pd.DataFrame,
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dataframe: pd.DataFrame,
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signal_name: str) -> float:
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signal_name: str) -> Optional[ProcessStage]:
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if stage in self._stages:
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if stage in self._stages:
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stage_diff = np.diff(dataframe[stage])
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stage_diff = np.diff(dataframe[stage])
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start_index = np.where(stage_diff == 1)[0]
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start_index = np.where(stage_diff == 1)[0]
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@ -42,8 +57,8 @@ class PlotWidget(BasePlotWidget):
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finish = finish_index[0] if finish_index.size else (len(data) - 1)
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finish = finish_index[0] if finish_index.size else (len(data) - 1)
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data_slice = data[start:finish]
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data_slice = data[start:finish]
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mean = np.mean(data_slice)
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mean = np.mean(data_slice)
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return mean
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return ProcessStage(mean_value=mean, start_index=int(start), finish_index=int(finish))
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return 0.0
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return None
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def _build_widget(self, dataframe: pd.DataFrame) -> QWidget:
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def _build_widget(self, dataframe: pd.DataFrame) -> QWidget:
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widget = QWidget()
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widget = QWidget()
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@ -53,37 +68,54 @@ class PlotWidget(BasePlotWidget):
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dataframe_headers = dataframe.columns.tolist()
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dataframe_headers = dataframe.columns.tolist()
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for channel, description in self._plt_channels.items():
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for channel, description in self._plt_channels.items():
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plot_widget = pg.PlotWidget(title=channel)
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plot_widget, legend = self._init_plot_widget(title=channel)
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plot_widget.showGrid(x=True, y=True)
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legend = pg.LegendItem((80, 60), offset=(70, 20))
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legend.setParentItem(plot_widget.graphicsItem())
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settings = description["Settings"]
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settings = description["Settings"]
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if settings["stages"] and all([stage in dataframe_headers for stage in self._stages]):
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if settings["stages"] and all([stage in dataframe_headers for stage in self._stages]):
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for stage in self._stages:
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for stage in self._stages:
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region = self._create_stage_region(stage, time_axis, dataframe)
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region = self._create_stage_region(stage, time_axis, dataframe)
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if region:
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if region:
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plot_widget.addItem(region)
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plot_widget.addItem(region)
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if settings["zoom"] and max(time_axis) < 5.0:
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if settings["zoom"]:
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means_raw = [self._find_mid_in_stage("Welding",
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if max(time_axis) < 5.0:
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stages = [self.get_stage_info("Welding",
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dataframe,
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dataframe,
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signal["name"]) for signal in description["Signals"]]
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signal["name"]) for signal in description["Signals"]]
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if stages:
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means_raw = [stage.mean_value for stage in stages]
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mean = max(means_raw)
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mean = max(means_raw)
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region_stable = pg.LinearRegionItem([mean - mean * 0.015,
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start = time_axis[stages[0].start_index]
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mean + mean * 0.015],
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finish = time_axis[stages[0].finish_index]
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orientation='horizontal')
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region_stable.setBrush(pg.mkBrush([250, 250, 0, 25]))
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plot_widget.addItem(region_stable)
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region_overshoot = pg.LinearRegionItem([mean - mean * 0.05,
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overshoot = pg.BarGraphItem(x0=0,
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mean + mean * 0.05],
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y0=mean - mean * 0.05,
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orientation='horizontal')
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height=mean * 0.05 * 2,
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region_overshoot.setBrush(pg.mkBrush([0, 250, 0, 30]))
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width=start,
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plot_widget.addItem(region_overshoot)
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brush=pg.mkBrush([0, 250, 0, 100]))
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plot_widget.addItem(overshoot)
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stable = pg.BarGraphItem(x0=start,
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y0=mean - mean * 0.015,
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height=mean * 0.015 * 2,
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width=finish - start,
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brush=pg.mkBrush([0, 250, 0, 100]))
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plot_widget.addItem(stable)
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plot_widget.setYRange(mean - 260, mean + 260)
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plot_widget.setYRange(mean - 260, mean + 260)
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plot_widget.setInteractive(False)
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plot_widget.setInteractive(False)
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else:
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max_value = min([max(dataframe[signal["name"]]) for signal in description["Signals"]])
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region = pg.LinearRegionItem([max_value - max_value * 0.015,
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max_value + max_value * 0.015],
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movable=False,
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orientation="horizontal")
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region.setBrush(pg.mkBrush([0, 250, 0, 100]))
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plot_widget.setYRange(max_value - 200, max_value + 200)
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plot_widget.setXRange(3.5, 4.5)
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plot_widget.addItem(region)
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plot_widget.setInteractive(False)
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for signal in description["Signals"]:
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for signal in description["Signals"]:
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if signal["name"] in dataframe_headers:
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if signal["name"] in dataframe_headers:
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