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Code#

The Code node allows you to write custom JavaScript or Python and run it as a step in your workflow.

Coding in Ensemble

This page gives usage information about the Code node. For more guidance on coding in Ensemble, refer to the Code section. It includes:

Usage#

How to use the Code node.

Choose a mode#

There are two modes:

  • Run Once for All Items: this is the default. When your Pathway runs, the code in the code node executes once, regardless of how many input items there are.
  • Run Once for Each Item: choose this if you want your code to run for every input item.

JavaScript#

The Code node supports Node.js.

Supported JavaScript features#

The Code node supports:

  • Promises. Instead of returning the items directly, you can return a promise which resolves accordingly.
  • Writing to your browser console using console.log. This is useful for debugging and troubleshooting your pathways.

External libraries#

If you self-host Ensemble, you can import and use built-in and external npm modules in the Code node. To learn how to enable external modules, refer the Configuration guide.

Built-in methods and variables#

Ensemble provides built-in methods and variables for working with data and accessing Ensemble data. Refer to Built-in methods and variables for more information.

The syntax to use the built-in methods and variables is $variableName or $methodName(). Type $ in the Code node or expressions editor to see a list of suggested methods and variables.

Python#

Ensemble added Python support in version 1.0. It doesn't include a Python executable. Instead, Ensemble provides Python support using Pyodide, which is a port of CPython to WebAssembly. This limits the available Python packages to the Packages included with Pyodide. Ensemble downloads the package automatically the first time you use it.

Slower than JavaScript

The Code node takes longer to process Python than JavaScript. This is due to the additional compilation steps.

Built-in methods and variables#

Ensemble provides built-in methods and variables for working with data and accessing Ensemble data. Refer to Built-in methods and variables for more information.

The syntax to use the built-in methods and variables is _variableName or _methodName(). Type _ in the Code node to see a list of suggested methods and variables.

File system and HTTP requests#

You can't access the file system or make HTTP requests. Use the following nodes instead:

Coding in Ensemble#

There are two places where you can use code in Ensemble: the Code node and the expressions editor. When using either area, there are some key concepts you need to know, as well as some built-in methods and variables to help with common tasks.

Key concepts#

When working with the Code node, you need to understand the following concepts:

  • Data structure: understand the data you receive in the Code node, and requirements for outputting data from the node.
  • Item linking: learn how data items work, and how to link to items from previous nodes. You need to handle item linking in your code when the number of input and output items doesn't match.

Built-in methods and variables#

Ensemble includes built-in methods and variables. These provide support for:

  • Accessing specific item data
  • Accessing data about pathways, executions, and your Ensemble environment
  • Convenience variables to help with data and time

Refer to methods and variables for more information.

Use AI in the Code node#

AI generated code overwrites your code

If you've already written some code on the Code tab, the AI generated code will replace it. Ensemble recommends using AI as a starting point to create your initial code, then editing it as needed.

To use ChatGPT to generate code in the Code node:

  1. In the Code node, set Language to JavaScript.
  2. Select the Ask AI tab.
  3. Write your query.
  4. Select Generate Code. Ensemble sends your query to ChatGPT, then displays the result in the Code tab.