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Add ViolinPlot Option to BoxPlot Operator #3356

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Merged
qzt168 merged 5 commits into from
Apr 10, 2025
Merged

Add ViolinPlot Option to BoxPlot Operator #3356

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3f05ed2
add check box and violin plot
qzt168 Apr 8, 2025
b86b7e5
fixed some error and test
qzt168 Apr 8, 2025
7e2c6e7
Change operator register name and image
qzt168 Apr 9, 2025
48296e2
update image of violin plot
qzt168 Apr 9, 2025
94b4462
Merge branch 'master' into qizhi-add-violinplot-operator
qzt168 Apr 10, 2025
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Binary file removed core/gui/src/assets/operator_images/BoxPlot.png
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Binary file added core/gui/src/assets/operator_images/BoxViolinPlot.png
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4 changes: 2 additions & 2 deletions core/workflow-operator/src/main/scala/edu/uci/ics/amber/operator/LogicalOp.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -75,7 +75,7 @@ import edu.uci.ics.amber.operator.visualization.IcicleChart.IcicleChartOpDesc
import edu.uci.ics.amber.operator.visualization.ImageViz.ImageVisualizerOpDesc
import edu.uci.ics.amber.operator.visualization.ScatterMatrixChart.ScatterMatrixChartOpDesc
import edu.uci.ics.amber.operator.visualization.barChart.BarChartOpDesc
import edu.uci.ics.amber.operator.visualization.boxPlot.BoxPlotOpDesc
import edu.uci.ics.amber.operator.visualization.boxViolinPlot.BoxViolinPlotOpDesc
import edu.uci.ics.amber.operator.visualization.bubbleChart.BubbleChartOpDesc
import edu.uci.ics.amber.operator.visualization.candlestickChart.CandlestickChartOpDesc
import edu.uci.ics.amber.operator.visualization.continuousErrorBands.ContinuousErrorBandsOpDesc
Expand Down Expand Up @@ -186,7 +186,7 @@ trait StateTransferFunc
new Type(value = classOf[HierarchyChartOpDesc], name = "HierarchyChart"),
new Type(value = classOf[DumbbellPlotOpDesc], name = "DumbbellPlot"),
new Type(value = classOf[DummyOpDesc], name = "Dummy"),
new Type(value = classOf[BoxPlotOpDesc], name = "BoxPlot"),
new Type(value = classOf[BoxViolinPlotOpDesc], name = "BoxViolinPlot"),
new Type(value = classOf[NetworkGraphOpDesc], name = "NetworkGraph"),
new Type(value = classOf[HistogramChartOpDesc], name = "Histogram"),
new Type(value = classOf[ScatterMatrixChartOpDesc], name = "ScatterMatrixChart"),
Expand Down
2 changes: 1 addition & 1 deletion ...tion/boxPlot/BoxPlotQuartileFunction.java → ...oxViolinPlot/BoxPlotQuartileFunction.java
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@@ -1,4 +1,4 @@
package edu.uci.ics.amber.operator.visualization.boxPlot;
package edu.uci.ics.amber.operator.visualization.boxViolinPlot;

import com.fasterxml.jackson.annotation.JsonValue;

Expand Down
34 changes: 23 additions & 11 deletions ...visualization/boxPlot/BoxPlotOpDesc.scala → ...n/boxViolinPlot/BoxViolinPlotOpDesc.scala
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Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
package edu.uci.ics.amber.operator.visualization.boxPlot
package edu.uci.ics.amber.operator.visualization.boxViolinPlot

import com.fasterxml.jackson.annotation.{JsonProperty, JsonPropertyDescription}
import com.kjetland.jackson.jsonSchema.annotations.{JsonSchemaInject, JsonSchemaTitle}
Expand All @@ -17,7 +17,7 @@ import edu.uci.ics.amber.operator.PythonOperatorDescriptor
}
}
""")
class BoxPlotOpDesc extends PythonOperatorDescriptor {
class BoxViolinPlotOpDesc extends PythonOperatorDescriptor {

@JsonProperty(value = "value", required = true)
@JsonSchemaTitle("Value Column")
Expand All @@ -30,6 +30,11 @@ class BoxPlotOpDesc extends PythonOperatorDescriptor {
@JsonPropertyDescription("Orientation Style")
var orientation: Boolean = _

@JsonProperty(defaultValue = "false")
@JsonSchemaTitle("Violin Plot")
@JsonPropertyDescription("Use Violin Plot")
var violinplot: Boolean = _

@JsonProperty(
value = "Quartile Method",
required = true,
Expand All @@ -48,8 +53,8 @@ class BoxPlotOpDesc extends PythonOperatorDescriptor {

override def operatorInfo: OperatorInfo =
OperatorInfo(
"Box Plot",
"Visualize data in a Box Plot. Boxplots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”).",
"Box/Violin Plot",
"Visualize data using either a Box Plot or a Violin Plot. Boxplots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots are similar to box plots, but with a rotated kernel density plot on each side, providing more insight into the distribution shape.",
OperatorGroupConstants.VISUALIZATION_GROUP,
inputPorts = List(InputPort()),
outputPorts = List(OutputPort(mode = OutputMode.SINGLE_SNAPSHOT))
Expand All @@ -65,14 +70,21 @@ class BoxPlotOpDesc extends PythonOperatorDescriptor {
}

def createPlotlyFigure(): String = {
var horizontal = ""
if (orientation) horizontal = "True"
val horizontal = if (orientation) "True" else "False"
val violin = if (violinplot) "True" else "False"
s"""
| if($horizontal):
| fig = px.box(table, x='$value',boxmode="overlay", points='all')
| if($violin):
| if ($horizontal):
| fig = px.violin(table, x='$value', box=True, points='all')
| else:
| fig = px.violin(table, y='$value', box=True, points='all')
| else:
| fig = px.box(table, y='$value',boxmode="overlay", points='all')
| fig.update_traces(quartilemethod="${quertiletype.getQuartiletype}", jitter=0, col=1)
| if($horizontal):
| fig = px.box(table, x='$value',boxmode="overlay", points='all')
| else:
| fig = px.box(table, y='$value',boxmode="overlay", points='all')
| fig.update_traces(quartilemethod="${quertiletype.getQuartiletype}", jitter=0, col=1)
|
| fig.update_layout(margin=dict(t=0, b=0, l=0, r=0))
|""".stripMargin
}
Expand All @@ -95,7 +107,7 @@ class BoxPlotOpDesc extends PythonOperatorDescriptor {
|
| # Generate custom error message as html string
| def render_error(self, error_msg) -> str:
| return '''<h1>Box Plot is not available.</h1>
| return '''<h1>Box/Violin Plot is not available.</h1>
| <p>Reason is: {} </p>
| '''.format(error_msg)
|
Expand Down
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