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https://github.com/guidesmiths/acdc
Asynchronous JavaScript Object Transformation
https://github.com/guidesmiths/acdc
Last synced: 2 months ago
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Asynchronous JavaScript Object Transformation
- Host: GitHub
- URL: https://github.com/guidesmiths/acdc
- Owner: guidesmiths
- Created: 2015-08-31T01:34:11.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2022-07-28T01:35:51.000Z (over 2 years ago)
- Last Synced: 2024-10-29T01:29:34.752Z (3 months ago)
- Language: JavaScript
- Homepage:
- Size: 335 KB
- Stars: 3
- Watchers: 14
- Forks: 1
- Open Issues: 9
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
[](https://travis-ci.org/guidesmiths/acdc)
[](https://github.com/guidesmiths/eslint-config-imperative)
# AC/DC
AC/DC is a library for transforming one JavaScript object into another. We wrote it because we needed to transform an horribly complicated legacy feed into something sane. It might also be useful for generating view models.
## The Concepts
AC/DC works on the concept of flows of asynchronous tasks. The output from one task becomes the input for the next. The first task in a flow is implicitly set by AC/DC and will wrap the remaining tasks in a domain. The first explicit task in a flow will usually be a 'sequence', which will execute a collection of other tasks. For example...
Given a customer
```
{
"details": {
"title": "Mr",
"firstName": "Fred",
"lastName": "Bloggs",
"dateOfBirth": "2015-07-15T00:00:00.000+01:00"
}
}
```
```
domain()
└── sequence()
├── output(customer) // Yields the customer object
├── get('details.dateOfBirth') // Yields '2015-07-15T00:00:00.000+01:00'
└── parseDate() // Yields a JavaScript date object representing '2015-07-15T00:00:00.000+01:00'
```
To operate on multiple properties of an object use the ```fork``` task
```
domain()
└── sequence()
├── output(customer) // Yields the customer object
├── fork()
│ ├── get('details.title') // Yields 'Mr'
│ ├── get('details.firstName') // Yields 'Fred'
│ └── get('details.lastName') // Yields 'Bloggs'
└── format('%s. %s %s') // Yields 'Mr. Fred Bloggs'
```
For richer transformations use combinations of sequences, forks, get and set
```
domain()
└── sequence()
├── output(customer)
├── fork()
│ ├── sequence()
│ │ ├── get('details.dateOfBirth')
│ │ ├── parseDate()
│ │ └── set('dob')
│ ├── sequence()
│ │ ├── get('details.title')
│ │ └── set('title')
│ ├── sequence()
│ │ ├── get('details.firstName')
│ │ └── set('firstName')
│ ├── sequence()
│ │ ├── get('details.lastName')
│ │ └── set('lastName')
│ └── sequence()
│ ├── render('{{details.title}}. {{details.firstName}} {{details.lastName')
│ └── set('fullName')
└── merge()
```
Yields
```
{
title: 'Mr',
firstName: 'Fred',
lastName: 'Bloggs',
fullname: 'Mr. Fred Bloggs',
dob: Date<2015-07-15T00:00:00.000+01:00>
}
```
All of this gets a bit verbose, and could be more tersely written as
```
domain()
└── sequence()
├── output(customer)
├── fork()
│ ├── transform('details.dateOfBirth', parseDate(), 'dob')
│ ├── copy('details.title', 'title')
│ ├── copy('details.firstName', 'firstName')
│ ├── copy('details.lastName', 'lastName')
│ └── sequence()
│ ├── render('{{details.title}}. {{details.firstName}} {{details.lastName')
│ └── set('fullName')
└── merge()
```
### The Code
```js
var acdc = require('acdc')
var tasks = require('acdc/lib/tasks')
var sequence = tasks.flow.sequence
var output = tasks.flow.output
var fork = tasks.flow.fork
var copy = tasks.property.copy
var transform = tasks.property.transform
var parseDate = tasks.date.parseDate
var merge = tasks.array.merge
var render = tasks.hogan.render
acdc()
.run((dsl, cb) => {
cb(sequence([
output(customer),
fork([
transform('details.dateOfBirth', parseDate(), 'dob'),
copy('details.title', 'title'),
copy('details.firstName', 'firstName'),
copy('details.lastName', 'lastName'),
sequence([
render('{{details.title}}. {{details.firstName}} {{details.lastName}}'),
set('fullName')
])
]),
merge()
]))
})
.done(done)
```
### The DSL
If you're not opposed to using ```with``` you can reduce the number of imports as follows
```js
var acdc = require('acdc')
var tasks = require('acdc/lib/tasks')
acdc()
.bind(tasks.flow),
.bind(tasks.property),
.bind(tasks.date),
.bind(tasks.array),
.bind(tasks.hogan)
.run((dsl, cb) => {
with(dsl) {
cb(sequence([
output(customer),
fork([
transform('details.dateOfBirth', parseDate(), 'dob'),
copy('details.title', 'title'),
copy('details.firstName', 'firstName'),
copy('details.lastName', 'lastName'),
sequence([
render('{{details.title}}. {{details.firstName}} {{details.lastName}}'),
set('fullName')
])
]),
merge()
]))
}
})
.done(done)
```
### Provided Tasks
AC/DC provides scores of tasks for transformation and flow control. The most important ones are in the ```flow```, ```logic``` and ```property``` folders. For further information please consult the [Task API](https://github.com/guidesmiths/acdc/blob/master/doc/api.md)
### Custom Tasks
A simple task is an object with a 'fn' property of type function. We refer to this object as the task definition.
```js
module.exports = {
fn: function uppercase(input, ctx, cb) {
cb(null, input ? input.toUpperCase() : input)
}
}
```
You can validate the input by adding a schema property
```js
var Joi = require('joi')
var schemas = require('acdc/lib/schemas')
module.exports = {
fn: function uppercase(input, ctx, cb) {
cb(null, input ? input.toUpperCase() : input)
},
schema: schemas.context.keys({
input: Joi.string().allow('').optional()
})
}
```
Before using your custom task in a flow you need to ```shorthand``` it. This will convert the task it into an executable function and copy function arguments to ```ctx.params```. If your task uses parameters, you **must** include a schema which validates the parameters since this will also determine argument position to parameter mapping.
Flow Definition
```js
var customTaskDef = require('../my/custom/task')
var shorthand = require('acdc/lib/utils/shorthand')
var customTask = shorthand(customTaskDef)
acdc()
.bind(tasks.flow),
.bind(tasks.property)
.run((dsl, cb) => {
with(dsl) {
cb(sequence([
output(customer),
get('details.title'),
customTask('Fred', 'Bloggs'),
set('title')
]))
}
})
.done(done)
```
Task Definition
```js
var Joi = require('joi')
var _ = require('lodash')
var schemas = require('acdc/lib/schemas')
var R = require('ramda')
module.exports = {
fn: function customTask(input, ctx, cb) {
cb(null, ctx.params.firstName + ' ' + ctx.parmas.lastName)
},
schema: schemas.context.keys({
params: Joi.object().keys({
firstName: Joi.string(),
lastName: Joi.string(),
})
})
}
```
### Custom Task Libraries
If you write lots of custom tasks you may want to organise them into libraries and require them en masse. See ```acdc/utils/requireTasks``` and ```index.js``` in any of the provided tasks folders for how to do this.
### Inline Tasks
You can add tasks inline as follows...
```js
acdc()
.bind(tasks.flow),
.bind(tasks.property)
.run((dsl, cb) => {
with(dsl) {
cb(sequence([
output(customer),
get('details.title'),
{
task: {
fn: function uppercase(input, ctx, cb) {
cb(null, input ? input.toUpperCase() : input)
}
}
},
set('title')
]))
}
})
.done(done)
```