pl_stacked_violin
Create compact stacked violin plots for visualizing single-cell RNA sequencing data, enabling detailed comparison of gene expression across groups with customizable color maps, scales, and annotations.
Instructions
Plot stacked violin plots. Makes a compact image composed of individual violin plots stacked on top of each other.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| color_map | No | Color map to use for continuous variables. | |
| figsize | No | Figure size. Format is (width, height). | |
| gene_symbols | No | Column name in .var DataFrame that stores gene symbols. | |
| groupby | No | The key of the observation grouping to consider. | |
| jitter | No | Add jitter to the stripplot (only when stripplot is True). | |
| layer | No | Name of the AnnData object layer that wants to be plotted. | |
| legend_fontoutline | No | Line width of the legend font outline in pt. | |
| legend_fontsize | No | Numeric size in pt or string describing the size. | |
| legend_fontweight | No | Legend font weight. A numeric value in range 0-1000 or a string. | bold |
| legend_loc | No | Location of legend, either 'on data', 'right margin' or a valid keyword for the loc parameter. | right margin |
| log | No | Plot on logarithmic axis. | |
| order | No | Order in which to show the categories. | |
| palette | No | Colors to use for plotting categorical annotation groups. | |
| scale | No | The method used to scale the width of each violin. | width |
| size | No | Size of the jitter points. | |
| stripplot | No | Add a stripplot on top of the violin plot. | |
| swap_axes | No | Swap axes such that observations are on the x-axis. | |
| use_raw | No | Use raw attribute of adata if present. | |
| var_names | No | var_names should be a valid subset of adata.var_names. | |
| vcenter | No | The value representing the center of the color scale. | |
| vmax | No | The value representing the upper limit of the color scale. | |
| vmin | No | The value representing the lower limit of the color scale. |
Input Schema (JSON Schema)
{
"description": "Input schema for the stacked_violin plotting tool.",
"properties": {
"color_map": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Color map to use for continuous variables.",
"title": "Color Map"
},
"figsize": {
"anyOf": [
{
"maxItems": 2,
"minItems": 2,
"prefixItems": [
{
"type": "number"
},
{
"type": "number"
}
],
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Figure size. Format is (width, height).",
"title": "Figsize"
},
"gene_symbols": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Column name in .var DataFrame that stores gene symbols.",
"title": "Gene Symbols"
},
"groupby": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "The key of the observation grouping to consider.",
"title": "Groupby"
},
"jitter": {
"anyOf": [
{
"type": "number"
},
{
"type": "boolean"
}
],
"default": true,
"description": "Add jitter to the stripplot (only when stripplot is True).",
"title": "Jitter"
},
"layer": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Name of the AnnData object layer that wants to be plotted.",
"title": "Layer"
},
"legend_fontoutline": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Line width of the legend font outline in pt.",
"title": "Legend Fontoutline"
},
"legend_fontsize": {
"anyOf": [
{
"type": "integer"
},
{
"type": "number"
},
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Numeric size in pt or string describing the size.",
"title": "Legend Fontsize"
},
"legend_fontweight": {
"anyOf": [
{
"type": "integer"
},
{
"type": "string"
}
],
"default": "bold",
"description": "Legend font weight. A numeric value in range 0-1000 or a string.",
"title": "Legend Fontweight"
},
"legend_loc": {
"default": "right margin",
"description": "Location of legend, either 'on data', 'right margin' or a valid keyword for the loc parameter.",
"title": "Legend Loc",
"type": "string"
},
"log": {
"default": false,
"description": "Plot on logarithmic axis.",
"title": "Log",
"type": "boolean"
},
"order": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "Order in which to show the categories.",
"title": "Order"
},
"palette": {
"anyOf": [
{
"type": "string"
},
{
"items": {
"type": "string"
},
"type": "array"
},
{
"additionalProperties": {
"type": "string"
},
"type": "object"
},
{
"type": "null"
}
],
"default": null,
"description": "Colors to use for plotting categorical annotation groups.",
"title": "Palette"
},
"scale": {
"default": "width",
"description": "The method used to scale the width of each violin.",
"enum": [
"area",
"count",
"width"
],
"title": "Scale",
"type": "string"
},
"size": {
"default": 1,
"description": "Size of the jitter points.",
"exclusiveMinimum": 0,
"title": "Size",
"type": "integer"
},
"stripplot": {
"default": true,
"description": "Add a stripplot on top of the violin plot.",
"title": "Stripplot",
"type": "boolean"
},
"swap_axes": {
"default": false,
"description": "Swap axes such that observations are on the x-axis.",
"title": "Swap Axes",
"type": "boolean"
},
"use_raw": {
"anyOf": [
{
"type": "boolean"
},
{
"type": "null"
}
],
"default": null,
"description": "Use raw attribute of adata if present.",
"title": "Use Raw"
},
"var_names": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "var_names should be a valid subset of adata.var_names.",
"title": "Var Names"
},
"vcenter": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
},
{
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
}
]
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "The value representing the center of the color scale.",
"title": "Vcenter"
},
"vmax": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
},
{
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
}
]
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "The value representing the upper limit of the color scale.",
"title": "Vmax"
},
"vmin": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
},
{
"items": {
"anyOf": [
{
"type": "string"
},
{
"type": "number"
}
]
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"description": "The value representing the lower limit of the color scale.",
"title": "Vmin"
}
},
"title": "StackedViolinModel",
"type": "object"
}