<tool id="scatterplot_rpy" name="Scatterplot" version="1.0.2">
  <description>of two numeric columns</description>
  <requirements>
    <requirement type="package" version="1.9">numpy</requirement>
    <!-- explicit R requirement is necessary for toolshed package, conda rpy2 comes with R -->
    <requirement type="package" version="3.2.1">R</requirement>
    <requirement type="package" version="2.7.8">rpy2</requirement>
  </requirements>
  <command interpreter="python">scatterplot.py $input $out_file1 $col1 $col2 "$title" "$xlab" "$ylab"</command>
  <inputs>
    <param name="input" type="data" format="tabular" label="Dataset" help="Dataset missing? See TIP below"/>
    <param name="col1" type="data_column" data_ref="input" numerical="True" label="Numerical column for x axis" />
    <param name="col2" type="data_column" data_ref="input" numerical="True" label="Numerical column for y axis" />
    <param name="title" type="text" value="Scatterplot" label="Plot title"/>
    <param name="xlab" type="text" value="V1" label="Label for x axis"/>
    <param name="ylab" type="text" value="V2" label="Label for y axis"/>
  </inputs>
  <outputs>
    <data format="pdf" name="out_file1" />
  </outputs>
  <tests>
    <test>
      <param name="input" value="scatterplot_in1.tabular" ftype="tabular"/>
      <param name="col1" value="2"/>
      <param name="col2" value="3"/>
      <param name="title" value="Scatterplot"/>
      <param name="xlab" value="V1"/>
      <param name="ylab" value="V2"/>
      <output name="out_file1" file="scatterplot_out1.pdf" compare="sim_size" />
    </test>
  </tests>
  <help>
.. class:: infomark

**TIP:** If your data is not TAB delimited, use *Text Manipulation-&gt;Convert*

-----

**Syntax**

This tool creates a simple scatter plot between two variables containing numeric values of a selected dataset. 

- All invalid, blank and comment lines in the dataset are skipped.  The number of skipped lines is displayed in the resulting history item.

- **Plot title** The scatterplot title
- **Label for x axis** and **Label for y axis** The labels for x and y axis of the scatterplot.

-----

**Example**

- Input file::

    1   68  4.1
    2   71  4.6
    3   62  3.8
    4   75  4.4
    5   58  3.2
    6   60  3.1
    7   67  3.8
    8   68  4.1
    9   71  4.3
    10  69  3.7 

- Create a simple scatterplot between the variables in column 2 and column 3 of the above dataset.

.. image:: scatterplot.png
</help>
</tool>