comparison macros.xml @ 3:a8f865950ac4 draft

"planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 3b41d687ff30583540d055f6995de00530cca81d"

2:4bfb75bb7c8e

<macros>
    <token name="@version@">1.4.4.post1</token>
    <token name="@profile@">19.01</token>
    <token name="@galaxy_version@"><![CDATA[@version@+galaxy0]]></token>
    <xml name="requirements">
        <requirements>
            <requirement type="package" version="@version@">scanpy</requirement>
            <requirement type="package" version="2.0.17">loompy</requirement>
            <requirement type="package" version="2.9.0">h5py</requirement>

        <option value="jet">jet (Miscellaneous)</option>
        <option value="nipy_spectral">nipy_spectral (Miscellaneous)</option>
        <option value="gist_ncar">gist_ncar (Miscellaneous)</option>
    </xml>
    <xml name="param_groupby">
        <param argument="groupby" type="text" value="" optional="true" label="The key of the observation grouping to consider" help="If it is given, the heatmap is ordered by the respective group. It is expected that to be a categorical. If it is not a categorical observation, it would be subdivided into `num_categories`."/>
    </xml>
    <xml name="param_use_raw">
        <param argument="use_raw" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Use `raw` attribute of input if present" help=""/>
    </xml>
    <xml name="param_log">
        <param argument="log" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Use the log of the values?"/>
    </xml>
    <xml name="pl_figsize">

    ]]></token>
    <xml name="pl_var_names">
        <conditional name="var_names">
            <param name="type" type="select" label="Variables to plot (columns of the heatmaps)" >
                <option value="all">All variables in `adata.var_names`</option>
                <option value="custom">Subset of variables in `adata.var_names`</option>
            </param>
            <when value="all"/>
            <when value="custom">
                <param argument="var_names" type="text" value="" label="List of variables to plot" help="They should be a valid subset of `adata.var_names`, and separated by comma"/>
            </when>
        </conditional>
    </xml>
    <xml name="param_num_categories">
        <param argument="num_categories" type="integer" min="0" value="7" label="Number of categories" help="It is only used if groupby observation is not categorical. This value determines the number of groups into which the groupby observation should be subdivided."/>

    </xml>
    <xml name="param_var_group_rotation">
        <param argument="var_group_rotation" type="float" value="" optional="true" label="Label rotation degrees" help="By default, labels larger than 4 characters are rotated 90 degrees"/>
    </xml>
    <xml name="param_layer">
        <param argument="layer" type="text" value="" label="Name of the AnnData object layer that wants to be plotted" help="By default `adata.raw.X` is plotted. If `use_raw=False` is set, then `adata.X` is plotted. If layer is set to a valid layer name, then the layer is plotted. layer takes precedence over `use_raw`."/>
    </xml>
    <token name="@CMD_param_plot_inputs@"><![CDATA[
    adata,
    save='.$format',
    show=False,
    ]]></token>
    <xml name="params_plots">
        <expand macro="pl_var_names"/>
        <expand macro="param_groupby"/>
        <expand macro="param_log"/>
        <expand macro="param_use_raw"/>
        <expand macro="param_num_categories"/>
        <expand macro="param_dendrogram"/>
        <expand macro="pl_var_group_positions"/>
        <expand macro="param_var_group_rotation"/>
        <expand macro="pl_figsize"/>
        <expand macro="param_layer"/>
    </xml>
    <token name="@CMD_params_plots@"><![CDATA[
#if $method.var_names.type == 'all'
    var_names=adata.var_names,
#else
    #set $var_names = ([x.strip() for x in str($method.var_names.var_names).split(',')])
    var_names=$var_names,
#end if
#if str($method.groupby) != ''
    groupby='$method.groupby',
#end if
    log=$method.log,
    use_raw=$method.use_raw,
    num_categories=$method.num_categories,
    dendrogram=$method.dendrogram,
    #if len($method.var_group_positions) > 0:
        #set $var_group_positions=[]
        #set $var_group_labels=[]
        #for $i, $s in enumerate($method.var_group_positions)

                    <param argument="jitter" type="select" label="Add a jitter to the stripplot" help="">
                        <option value="True">Yes</option>
                        <option value="False">No</option>
                    </param>
                    <when value="True">
                        <param argument="size" type="integer" min="0" value="1" label="Size of the jitter points" help=""/>
                    </when>
                    <when value="False"/>
                </conditional>
            </when>
            <when value="False"/>

    color='$method.seaborn_violinplot.color',
    palette='$method.seaborn_violinplot.palette',
    saturation=$method.seaborn_violinplot.saturation,
    ]]></token>
    <xml name="param_color">
        <param argument="color" type="text" value="" optional="true" label="Keys for annotations of observations/cells or variables/genes" help="One or a list of comma-separated index or key from either `.obs` or `.var`"/>
    </xml>
    <token name="@CMD_param_color@"><![CDATA[
#if str($method.color) != ''
    #set $color = ([x.strip() for x in str($method.color).split(',')])
    color=$color,
#end if
    ]]></token>
    <xml name="pl_groups">
        <param argument="groups" type="text" value="" optional="true" label="Categorical observation annotations, comma-separated" help=""/>
    </xml>
    <token name="@CMD_params_pl_groups@"><![CDATA[
#if str($method.groups) != ''
    #set $groups=([x.strip() for x in str($method.groups).split(',')])
    groups=$groups,
#end if
    ]]></token>
    <xml name="pl_components">
        <repeat name="components" title="Component">
            <param argument="axis1" type="text" value="1" label="Axis 1" help=""/>
            <param argument="axis2" type="text" value="2" label="Axis 2" help=""/>
        </repeat>
    </xml>
    <token name="@CMD_params_pl_components@"><![CDATA[
#if len($method.plot.components) > 0
    #set $components=[]

        </param>
    </xml>
    <xml name="param_legend_fontsize">
        <param argument="legend_fontsize" type="integer" optional="true" value="" label="Legend font size" help=""/>
    </xml>
    <xml name="param_legend_fontweight">
        <param argument="legend_fontweight" type="select" label="Legend font weight" help="">
            <option value="light">light</option>
            <option value="normal" selected="true">normal</option>
            <option value="medium">medium</option>

            <option value="heavy">heavy</option>
            <option value="black">black</option>
        </param>
    </xml>
    <xml name="param_palette">
        <param argument="palette" type="select" label="Colors to use for plotting g categorical annotation groups" help="">
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>
    </xml>
    <xml name="param_color_map">
        <param argument="color_map" type="select" label="Colors to use for plotting categorical annotation groups" help="">
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>
    </xml>
    <xml name="param_frameon">
        <param argument="frameon" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Draw a frame around the scatter plot?" help=""/>

        <param argument="left_margin" type="float" value="1" label="Width of the space left of each plotting panel" help=""/>
    </xml>
    <xml name="param_size">
        <param argument="size" type="float" optional="true" value="" label="Point size" help=""/>
    </xml>
    <xml name="param_title">
        <param argument="title" type="text" value="" optional="true" label="Title for panels" help="Titles must be separated by a comma"/>
    </xml>
    <xml name="param_sort_order">
        <param argument="sort_order" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Sort order?" help="For continuous annotations used as color parameter, plot data points with higher values on top of others."/>
    </xml>
    <xml name="param_sort_order">
        <param argument="sort_order" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Sort order?" help="For continuous annotations used as color parameter, plot data points with higher values on top of others."/>

    edges=False,
#end if
    ]]>
    </token>
    <xml name="param_arrows">
        <param argument="arrows" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Show arrows?" help="It requires to run `tl.rna_velocity` before."/>
    </xml>
    <xml name="param_cmap">
        <param argument="cmap" type="select" label="Colors to use for plotting categorical annotation groups" help="">
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>

            <expand macro="param_projection"/>
            <expand macro="param_legend_loc"/>
            <expand macro="param_legend_fontsize"/>
            <expand macro="param_legend_fontweight"/>
            <expand macro="param_size"/>
            <expand macro="param_palette"/>
            <expand macro="param_frameon"/>
            <expand macro="param_ncols"/>
            <expand macro="param_wspace"/>
            <expand macro="param_hspace"/>

        </section>
    </xml>
    <token name="@CMD_pl_attribute_section@"><![CDATA[
    projection='$method.plot.projection',
    legend_loc='$method.plot.legend_loc',
    #if str($method.plot.legend_fontsize) != ''
    legend_fontsize=$method.plot.legend_fontsize,
    #end if
    legend_fontweight='$method.plot.legend_fontweight',
    #if str($method.plot.size) != ''
    size=$method.plot.size,
    #end if
    palette='$method.plot.palette',
    frameon=$method.plot.frameon,
    ncols=$method.plot.ncols,
    wspace=$method.plot.wspace,
    hspace=$method.plot.hspace,
    #if $method.plot.title
    title='$method.plot.title',
    #end if
    ]]>
    </token>
    <xml name="options_layout">
        <option value="fa">fa: ForceAtlas2</option>
        <option value="fr">fr: Fruchterman-Reingold</option>

        <param argument="layout" type="select" label="Plotting layout" help="">
            <expand macro="options_layout"/>
        </param>
    </xml>
    <xml name="param_root">
        <param argument="root" type="text" value="" label="Comma-separated roots" help="If choosing a tree layout, this is the index of the root node or a list of root node indices. If this is a non-empty vector then the supplied node IDs are used as the roots of the trees (or a single tree if the graph is connected). If this is `None` or an empty list, the root vertices are automatically calculated based on topological sorting."/>
    </xml>
    <xml name="param_random_state">
        <param argument="random_state" type="integer" value="0" label="Random state" help="For layouts with random initialization like 'fr', change this to use different intial states for the optimization. If `None`, the initial state is not reproducible."/>
    </xml>
    <xml name="inputs_paga">
        <param argument="threshold" type="float" min="0" value="0.01" label="Threshold to draw edges" help="Do not draw edges for weights below this threshold. Set to 0 if you want all edges. Discarding low-connectivity edges helps in getting a much clearer picture of the graph."/>
        <expand macro="pl_groups"/>
        <param argument="color" type="text" value="" label="The node colors" help="Gene name or obs. annotation, and also plots the degree of the abstracted graph when passing 'degree_dashed', 'degree_solid'."/>
        <param argument="pos" type="data" format="tabular,csv,tsv" optional="true" label="Two-column tabular file storing the x and y coordinates for drawing" help=""/>
        <param argument="labels" type="text" value="" label="Comma-separated node labels" help="If none is provided, this defaults to the group labels stored in the categorical for which `tl.paga` has been computed."/>
        <expand macro="param_layout"/>
        <param argument="init_pos" type="data" format="tabular,csv,tsv" optional="true" label="Two-column tabular file storing the x and y coordinates for initializing the layout" help=""/>
        <expand macro="param_random_state"/>
        <expand macro="param_root"/>
        <param argument="transitions" type="text" value="" label="Key corresponding to the matrix storing the arrows" help="Key for `.uns['paga']`, e.g. 'transistions_confidence'"/>
        <param argument="solid_edges" type="text" value="connectivities" label="Key corresponding to the matrix storing the edges to be drawn solid black" help="Key for uns/paga"/>
        <param argument="dashed_edges" type="text" value="" optional="true" label="Key corresponding to the matrix storing the edges to be drawn dashed grey" help="Key for uns/paga. If not set, no dashed edges are drawn."/>
        <param argument="single_component" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Restrict to largest connected component?" help=""/>
        <param argument="fontsize" type="integer" min="0" value="1" label="Font size for node labels" help=""/>
        <param argument="node_size_scale" type="float" min="0" value="1.0" label="Size of the nodes" help=""/>

#end if
    frameon=$method.frameon,
    ]]>
    </token>
    <xml name="param_swap_axes">
        <param argument="swap_axes" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Swap axes?" help="By default, the x axis contains `var_names` (e.g. genes) and the y axis the `groupby` categories (if any). By setting `swap_axes` then x are the `groupby` categories and y the `var_names`."/>
    </xml>
    <xml name="gene_symbols">
        <param argument="gene_symbols" type="text" value="" optional="true" label="Key for field in `.var` that stores gene symbols"/>
    </xml>
    <xml name="n_genes">
        <param argument="n_genes" type="integer" min="0" value="20" label="Number of genes to show" help=""/>
    </xml>               
</macros>

3:a8f865950ac4

<macros>
    <token name="@version@">1.4.4.post1</token>
    <token name="@profile@">19.01</token>
    <token name="@galaxy_version@"><![CDATA[@version@+galaxy1]]></token>
    <xml name="requirements">
        <requirements>
            <requirement type="package" version="@version@">scanpy</requirement>
            <requirement type="package" version="2.0.17">loompy</requirement>
            <requirement type="package" version="2.9.0">h5py</requirement>

        <option value="jet">jet (Miscellaneous)</option>
        <option value="nipy_spectral">nipy_spectral (Miscellaneous)</option>
        <option value="gist_ncar">gist_ncar (Miscellaneous)</option>
    </xml>
    <xml name="param_groupby">
        <param argument="groupby" type="text" value="" optional="true" label="The key of the observation grouping to consider" help="If it is given, the plot is ordered by the respective group. It is expected that to be a categorical. If it is not a categorical observation, it would be subdivided into 'num_categories'."/>
    </xml>
    <xml name="param_use_raw">
        <param argument="use_raw" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Use 'raw' attribute of input if present" help=""/>
    </xml>
    <xml name="param_log">
        <param argument="log" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Use the log of the values?"/>
    </xml>
    <xml name="pl_figsize">

    ]]></token>
    <xml name="pl_var_names">
        <conditional name="var_names">
            <param name="type" type="select" label="Variables to plot (columns of the heatmaps)" >
                <option value="all">All variables in 'adata.var_names'</option>
                <option value="custom">Subset of variables in 'adata.var_names'</option>
            </param>
            <when value="all"/>
            <when value="custom">
                <param argument="var_names" type="text" value="" label="List of variables to plot" help="They should be a valid subset of 'adata.var_names', and separated by comma"/>
            </when>
        </conditional>
    </xml>
    <xml name="param_num_categories">
        <param argument="num_categories" type="integer" min="0" value="7" label="Number of categories" help="It is only used if groupby observation is not categorical. This value determines the number of groups into which the groupby observation should be subdivided."/>

    </xml>
    <xml name="param_var_group_rotation">
        <param argument="var_group_rotation" type="float" value="" optional="true" label="Label rotation degrees" help="By default, labels larger than 4 characters are rotated 90 degrees"/>
    </xml>
    <xml name="param_layer">
        <param argument="layer" type="text" value="" label="Name of the AnnData object layer that wants to be plotted" help="By default 'adata.raw.X' is plotted. If 'use_raw=False' is set, then 'adata.X' is plotted. If layer is set to a valid layer name, then the layer is plotted. layer takes precedence over 'use_raw'."/>
    </xml>
    <token name="@CMD_param_plot_inputs@"><![CDATA[
    adata,
    save='.$format',
    show=False,
    ]]></token>
    <xml name="params_inputs">
        <expand macro="pl_var_names"/>
        <expand macro="param_groupby"/>
        <expand macro="param_num_categories"/>
    </xml>
    <token name="@CMD_params_inputs@"><![CDATA[
    #if $method.var_names.type == 'all'
    var_names=adata.var_names,
#else
    #set $var_names = ([x.strip() for x in str($method.var_names.var_names).split(',')])
    var_names=$var_names,
#end if
#if str($method.groupby) != ''
    groupby='$method.groupby',
#end if
    num_categories=$method.num_categories,
    ]]></token>
    <xml name="params_plots">
        <expand macro="param_log"/>
        <expand macro="param_use_raw"/>
        <expand macro="param_dendrogram"/>
        <expand macro="pl_var_group_positions"/>
        <expand macro="param_var_group_rotation"/>
        <expand macro="pl_figsize"/>
        <expand macro="param_layer"/>
    </xml>
    <token name="@CMD_params_plots@"><![CDATA[
    log=$method.log,
    use_raw=$method.use_raw,
    dendrogram=$method.dendrogram,
    #if len($method.var_group_positions) > 0:
        #set $var_group_positions=[]
        #set $var_group_labels=[]
        #for $i, $s in enumerate($method.var_group_positions)

                    <param argument="jitter" type="select" label="Add a jitter to the stripplot" help="">
                        <option value="True">Yes</option>
                        <option value="False">No</option>
                    </param>
                    <when value="True">
                        <param argument="size" type="float" min="0" value="1" label="Size of the jitter points" help=""/>
                    </when>
                    <when value="False"/>
                </conditional>
            </when>
            <when value="False"/>

    color='$method.seaborn_violinplot.color',
    palette='$method.seaborn_violinplot.palette',
    saturation=$method.seaborn_violinplot.saturation,
    ]]></token>
    <xml name="param_color">
        <param argument="color" type="text" value="" optional="true" label="Keys for annotations of observations/cells or variables/genes" help="One or a list of comma-separated index or key from either '.obs' or '.var'"/>
    </xml>
    <token name="@CMD_param_color@"><![CDATA[
#if str($method.color) != ''
    #set $color = ([x.strip() for x in str($method.color).split(',')])
    color=$color,
#end if
    ]]></token>
    <xml name="param_groups">
        <param argument="groups" type="text" value="" optional="true" label="Categorical observation annotations to plot" help="Comma-separated"/>
    </xml>
    <token name="@CMD_params_groups@"><![CDATA[
#if str($method.groups) != ''
    #set $groups=([x.strip() for x in str($method.groups).split(',')])
    groups=$groups,
#end if
    ]]></token>
    <xml name="pl_components">
        <repeat name="components" title="Component">
            <param argument="axis1" type="text" value="1" label="X-Axis" help=""/>
            <param argument="axis2" type="text" value="2" label="Y-Axis" help=""/>
        </repeat>
    </xml>
    <token name="@CMD_params_pl_components@"><![CDATA[
#if len($method.plot.components) > 0
    #set $components=[]

        </param>
    </xml>
    <xml name="param_legend_fontsize">
        <param argument="legend_fontsize" type="integer" optional="true" value="" label="Legend font size" help=""/>
    </xml>
    <token name="@CMD_param_legend_fontsize@"><![CDATA[
    #if str($method.plot.legend_fontsize) != ''
    legend_fontsize=$method.plot.legend_fontsize,
    #end if
    ]]>
    </token>
    <xml name="param_legend_fontweight">
        <param argument="legend_fontweight" type="select" label="Legend font weight" help="">
            <option value="light">light</option>
            <option value="normal" selected="true">normal</option>
            <option value="medium">medium</option>

            <option value="heavy">heavy</option>
            <option value="black">black</option>
        </param>
    </xml>
    <xml name="param_palette">
        <param argument="palette" type="select" label="Colors to use for plotting categorical annotation groups" help="">
            <option value="">Default</option>
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>
    </xml>
    <xml name="param_color_map">
        <param argument="color_map" type="select" label="Color map to use for continous variables" help="">
            <option value="">Default</option>
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>
    </xml>
    <xml name="param_frameon">
        <param argument="frameon" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Draw a frame around the scatter plot?" help=""/>

        <param argument="left_margin" type="float" value="1" label="Width of the space left of each plotting panel" help=""/>
    </xml>
    <xml name="param_size">
        <param argument="size" type="float" optional="true" value="" label="Point size" help=""/>
    </xml>
    <token name="@CMD_param_size@"><![CDATA[
    #if str($method.plot.size) != ''
    size=$method.plot.size,
    #end if
    ]]>
    </token>
    <xml name="param_title">
        <param argument="title" type="text" value="" optional="true" label="Title for panels" help="Titles must be separated by a comma"/>
    </xml>
    <token name="@CMD_param_title@"><![CDATA[
    #if $method.plot.title
    title='$method.plot.title',
    #end if
    ]]>
    </token>
    <xml name="param_sort_order">
        <param argument="sort_order" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Sort order?" help="For continuous annotations used as color parameter, plot data points with higher values on top of others."/>
    </xml>
    <xml name="param_sort_order">
        <param argument="sort_order" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Sort order?" help="For continuous annotations used as color parameter, plot data points with higher values on top of others."/>

    edges=False,
#end if
    ]]>
    </token>
    <xml name="param_arrows">
        <param argument="arrows" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Show arrows?" help="It requires to run 'tl.rna_velocity' before."/>
    </xml>
    <xml name="param_cmap">
        <param argument="cmap" type="select" label="Colors to use for plotting categorical annotation groups" help="">
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>

            <expand macro="param_projection"/>
            <expand macro="param_legend_loc"/>
            <expand macro="param_legend_fontsize"/>
            <expand macro="param_legend_fontweight"/>
            <expand macro="param_size"/>
            <expand macro="param_color_map"/>
            <expand macro="param_palette"/>
            <expand macro="param_frameon"/>
            <expand macro="param_ncols"/>
            <expand macro="param_wspace"/>
            <expand macro="param_hspace"/>

        </section>
    </xml>
    <token name="@CMD_pl_attribute_section@"><![CDATA[
    projection='$method.plot.projection',
    legend_loc='$method.plot.legend_loc',
    @CMD_param_legend_fontsize@
    legend_fontweight='$method.plot.legend_fontweight',
    @CMD_param_size@
    #if str($method.plot.color_map) != ''
    color_map='$method.plot.color_map',
    #end if
    #if str($method.plot.palette) != ''
    palette='$method.plot.palette',
    #end if
    frameon=$method.plot.frameon,
    ncols=$method.plot.ncols,
    wspace=$method.plot.wspace,
    hspace=$method.plot.hspace,
    @CMD_param_title@
    ]]>
    </token>
    <xml name="options_layout">
        <option value="fa">fa: ForceAtlas2</option>
        <option value="fr">fr: Fruchterman-Reingold</option>

        <param argument="layout" type="select" label="Plotting layout" help="">
            <expand macro="options_layout"/>
        </param>
    </xml>
    <xml name="param_root">
        <param argument="root" type="text" value="" label="Comma-separated roots" help="If choosing a tree layout, this is the index of the root node or a list of root node indices. If this is a non-empty vector then the supplied node IDs are used as the roots of the trees (or a single tree if the graph is connected). If this is 'None' or an empty list, the root vertices are automatically calculated based on topological sorting."/>
    </xml>
    <xml name="param_random_state">
        <param argument="random_state" type="integer" value="0" label="Random state" help="For layouts with random initialization like 'fr', change this to use different intial states for the optimization. If 'None', the initial state is not reproducible."/>
    </xml>
    <xml name="inputs_paga">
        <param argument="threshold" type="float" min="0" value="0.01" label="Threshold to draw edges" help="Do not draw edges for weights below this threshold. Set to 0 if you want all edges. Discarding low-connectivity edges helps in getting a much clearer picture of the graph."/>
        <expand macro="param_groups"/>
        <param argument="color" type="text" value="" label="The node colors" help="Gene name or obs. annotation, and also plots the degree of the abstracted graph when passing 'degree_dashed', 'degree_solid'."/>
        <param argument="pos" type="data" format="tabular,csv,tsv" optional="true" label="Two-column tabular file storing the x and y coordinates for drawing" help=""/>
        <param argument="labels" type="text" value="" label="Comma-separated node labels" help="If none is provided, this defaults to the group labels stored in the categorical for which 'tl.paga' has been computed."/>
        <expand macro="param_layout"/>
        <param argument="init_pos" type="data" format="tabular,csv,tsv" optional="true" label="Two-column tabular file storing the x and y coordinates for initializing the layout" help=""/>
        <expand macro="param_random_state"/>
        <expand macro="param_root"/>
        <param argument="transitions" type="text" value="" label="Key corresponding to the matrix storing the arrows" help="Key for '.uns['paga']', e.g. 'transistions_confidence'"/>
        <param argument="solid_edges" type="text" value="connectivities" label="Key corresponding to the matrix storing the edges to be drawn solid black" help="Key for uns/paga"/>
        <param argument="dashed_edges" type="text" value="" optional="true" label="Key corresponding to the matrix storing the edges to be drawn dashed grey" help="Key for uns/paga. If not set, no dashed edges are drawn."/>
        <param argument="single_component" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Restrict to largest connected component?" help=""/>
        <param argument="fontsize" type="integer" min="0" value="1" label="Font size for node labels" help=""/>
        <param argument="node_size_scale" type="float" min="0" value="1.0" label="Size of the nodes" help=""/>

#end if
    frameon=$method.frameon,
    ]]>
    </token>
    <xml name="param_swap_axes">
        <param argument="swap_axes" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Swap axes?" help="By default, the x axis contains 'var_names' (e.g. genes) and the y axis the 'groupby' categories (if any). By setting 'swap_axes' then x are the 'groupby' categories and y the 'var_names'."/>
    </xml>
    <xml name="gene_symbols">
        <param argument="gene_symbols" type="text" value="" optional="true" label="Key for field in '.var' that stores gene symbols"/>
    </xml>
    <xml name="param_n_genes">
        <param argument="n_genes" type="integer" min="0" value="10" label="Number of genes to show" help=""/>
    </xml>
    <xml name="pl_dotplot">
        <param argument="color_map" type="select" label="Color palette">
            <expand macro="matplotlib_pyplot_colormap"/>
        </param>
        <param argument="dot_max" type="float" value="" min="0" max="1" optional="true" label="Maximum dot size" help="If none, the maximum dot size is set to the maximum fraction value found (e.g. 0.6). If given, the value should be a number between 0 and 1. All fractions larger than dot_max are clipped to this value."/>
        <param argument="dot_min" type="float" value="" min="0" max="1" optional="true" label="Minimum dot size" help="If none, the minimum dot size is set to 0. If given, the value should be a number between 0 and 1. All fractions smaller than dot_min are clipped to this value."/>
        <expand macro="section_matplotlib_pyplot_scatter"/>
    </xml>
    <token name="@CMD_pl_dotplot@"><![CDATA[
    color_map='$method.color_map',
    #if str($method.dot_max) != ''
    dot_max=$method.dot_max,
    #end if
    #if str($method.dot_min) != ''
    dot_min=$method.dot_min,
    #end if
    @CMD_params_matplotlib_pyplot_scatter@
    ]]>
    </token>
    <xml name="param_key">
        <param argument="key" type="text" value="" label="Key used to store the ranking results in 'uns'"/>
    </xml>
    <xml name="pl_heatmap">
        <expand macro="param_swap_axes"/>
        <param argument="show_gene_labels" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Show gene labels?" help="By default gene labels are shown when there are 50 or less genes. Otherwise the labels are removed."/>
        <section name="matplotlib_pyplot_imshow" title="Parameters for matplotlib.pyplot.imshow">
            <expand macro="param_cmap"/>
            <param name="interpolation" type="select" label="Interpolation method" help="">
                <option value="None">none</option>
                <option value="nearest">nearest</option>
                <option value="bilinear">bilinear</option>
                <option value="bicubic">bicubic</option>
                <option value="spline16">spline16</option>
                <option value="spline36">spline36</option>
                <option value="hanning">hanning</option>
                <option value="hamming">hamming</option>
                <option value="hermite">hermite</option>
                <option value="kaiser">kaiser</option>
                <option value="quadric">quadric</option>
                <option value="catrom">catrom</option>
                <option value="gaussian">gaussian</option>
                <option value="bessel">bessel</option>
                <option value="sinc">sinc</option>
                <option value="mitchell">mitchell</option>
                <option value="lanczos">lanczos</option>
            </param>
            <expand macro="param_alpha"/>
            <expand macro="param_vmin"/>
            <expand macro="param_vmax"/>
            <param name="origin" type="select" label="Place the [0,0] index of the array in the upper left or lower left corner of the axes" help=" The convention 'upper' is typically used for matrices and images.">
                <option value="upper">Upper</option>
                <option value="lower">Lower</option>
            </param>
        </section>
    </xml>
    <token name="@CMD_pl_heatmap@"><![CDATA[
    swap_axes=$method.swap_axes,
    show_gene_labels=$method.show_gene_labels,
    cmap='$method.matplotlib_pyplot_imshow.cmap',
    #if str($method.matplotlib_pyplot_imshow.interpolation) != 'None'
    interpolation='$method.matplotlib_pyplot_imshow.interpolation',
    #end if
    #if $method.matplotlib_pyplot_imshow.alpha
    alpha=$method.matplotlib_pyplot_imshow.alpha,
    #end if
    #if $method.matplotlib_pyplot_imshow.vmin
    vmin=$method.matplotlib_pyplot_imshow.vmin,
    #end if
    #if $method.matplotlib_pyplot_imshow.vmax
    vmax=$method.matplotlib_pyplot_imshow.vmax,
    #end if
    origin='$method.matplotlib_pyplot_imshow.origin'
    ]]>
    </token>
    <xml name="pl_rank_genes_groups_ext">
        <expand macro="param_groups"/>
        <expand macro="param_n_genes"/>
        <expand macro="param_key"/>
    </xml>
    <token name="@CMD_pl_rank_genes_groups_ext@"><![CDATA[
    @CMD_params_groups@
    #if str($method.n_genes) != ''
    n_genes=$method.n_genes,
    #end if
    #if str($method.key) != ''
    key='$method.key',
    #end if
    ]]>
    </token>
    <xml name="pl_matrixplot">
        <expand macro="param_swap_axes"/>
        <section name="matplotlib_pyplot_pcolor" title="Parameters for matplotlib.pyplot.pcolor">
            <param argument="cmap" type="select" label="Color palette">
                <expand macro="seaborn_color_palette_options"/>
            </param>
            <param argument="vmin" type="float" value="" optional="true" label="Minimum value to anchor the colormap" help=""/>
            <param argument="vmax" type="float" value="" optional="true" label="Maximum value to anchor the colormap" help=""/>
            <expand macro="param_matplotlib_pyplot_edgecolors"/>
            <expand macro="param_alpha"/>
            <param argument="snap" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Snap the mesh to pixel boundaries?" help=""/>
        </section>
    </xml>
    <token name="@CMD_pl_matrixplot@"><![CDATA[
    swap_axes=$method.swap_axes,
    cmap='$method.matplotlib_pyplot_pcolor.cmap',
    #if $method.matplotlib_pyplot_pcolor.vmin
    vmin=$method.matplotlib_pyplot_pcolor.vmin,
    #end if
    #if $method.matplotlib_pyplot_pcolor.vmax
    vmax=$method.matplotlib_pyplot_pcolor.vmax,
    #end if
    edgecolors='$method.matplotlib_pyplot_pcolor.edgecolors',
    #if $method.matplotlib_pyplot_pcolor.alpha
    alpha=$method.matplotlib_pyplot_pcolor.alpha,
    #end if
    snap=$method.matplotlib_pyplot_pcolor.snap
    ]]>
    </token>
    <xml name="pl_stacked_violin">
        <expand macro="param_swap_axes"/>
        <section name="violin_plot" title="Violin plot attributes">
            <expand macro="conditional_stripplot"/>
            <expand macro="param_scale"/>
        </section>
        <param argument="row_palette" type="select" label="Colors to use in each of the stacked violin plots">
            <option value="muted">muted</option>
            <expand macro="seaborn_color_palette_options"/>
        </param>
        <param argument="standard_scale" type="select" label="Standardize a dimension between 0 and 1" help="Each variable or observation is subtracted by the minimum and divided each by its maximum.">
            <option value="None">No standardization</option>
            <option value="var">Standardization on variable</option>
            <option value="obs">Standardization on observation</option>
        </param>
        <expand macro="seaborn_violinplot"/>
    </xml>
    <token name="@CMD_pl_stacked_violin@"><![CDATA[
    swap_axes=$method.swap_axes,
    @CMD_conditional_stripplot@
    scale='$method.violin_plot.scale',
    row_palette='$method.row_palette',
    #if str($method.standard_scale) != 'None'
    standard_scale='$method.standard_scale',
    #end if
    @CMD_params_seaborn_violinplot@
    ]]>
    </token>
</macros>