/*
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package tech.tablesaw.examples;

import tech.tablesaw.api.NumericColumn;
import tech.tablesaw.api.Table;
import tech.tablesaw.plotly.Plot;
import tech.tablesaw.plotly.components.Axis;
import tech.tablesaw.plotly.components.Figure;
import tech.tablesaw.plotly.components.Layout;
import tech.tablesaw.plotly.components.Marker;
import tech.tablesaw.plotly.traces.ScatterTrace;
import tech.tablesaw.plotly.traces.Trace;

/**
 * An example of how to create a scatter with two Y axes.
 *
 * <p>Some key points: The first trace gets the Y-Axis defined as yAxis by default if no value is
 * set for the yAxis attribute. The second trace in the example has a yAxis attribute of Y2. This
 * corresponds to the layout's attribute yAxis2. The numbers 2, 3, or 4 must match between the axis
 * specified in the trace and the axis specified in the layout. You must also specify overlaying on
 * the second axis if the values of the two traces overlap. Otherwise only one trace will render.
 * Note that the value of overlaying in the axis for trace 2, references the axis used by trace 1.
 */
public class ScatterplotWithTwoYAxes {

  public static void main(String[] args) throws Exception {
    Table baseball = Table.read().csv("../data/baseball.csv");
    NumericColumn<?> x = baseball.nCol("BA");
    NumericColumn<?> y = baseball.nCol("W");
    NumericColumn<?> y2 = baseball.nCol("SLG");

    Layout layout =
        Layout.builder()
            .title("Wins vs BA and SLG")
            .xAxis(Axis.builder().title("Batting Average").build())
            .yAxis(Axis.builder().title("Wins").build())
            .yAxis2(
                Axis.builder()
                    .title("SLG")
                    .side(Axis.Side.right)
                    .overlaying(ScatterTrace.YAxis.Y)
                    .build())
            .build();

    Trace trace =
        ScatterTrace.builder(x, y)
            .name("Batting avg.")
            .marker(Marker.builder().opacity(.7).color("#01FF70").build())
            .build();

    Trace trace2 =
        ScatterTrace.builder(x, y2)
            .yAxis(ScatterTrace.YAxis.Y2)
            .name("Slugging pct.")
            .marker(Marker.builder().opacity(.7).color("rgb(17, 157, 255)").build())
            .build();

    Figure figure = new Figure(layout, trace2, trace);
    Plot.show(figure);
  }
}
