Applies a type scheme to a weakly typed buggy graph. Typify offers six rules that can be applied selectively or all at once. Uses rewrite library to iteratively search for candidates and apply the rules.

To typify the graph completely, use

g1 = Typify.TypifyAll(g, maxIterations)

where maxIterations is optional (default: Infinity) To apply single rules, use

Graph.flow(
  Typify.TypifyConstants(),
  Typify.TypifyEdge(),
  Typify.typifyLambdaOutput(),
  Typify.typifyLambdaOutput()
  // Typify.TypifyRecursion() // not yet implemented..
)(graph)

where

• TypifyConstants deduces the type of all constants and sets the port types accordingly.
• TypifyEdge typifies a edge from mixed generic/nongeneric source/target
• typifyLambdaOutput Identifies the Lambda implementation with the lambda function type
• TypifyRecursion typifies a recursion node

Generic types or type names are indicated by a lower case first character (i.e. 'generic' and 'a' are considered generic, 'Number' and 'A' aren't). For arrays there is a rest parameter indicated by the ... prefix.

All types are strings or should follow this format:

var type = {
  name: 'Specific'
  data: [
    'genOutput' // list of data types
  ]
}

Functions have simply a special type name and structure

var fnType = {
  name: 'Function'
  data: [
    {
      name: 'arguments',
      data: ['list', 'of' 'args']
    },
    {
      name: 'returnValues',
      data: ['list', 'of', 'outputs']
    }
  ]
}

Rest parameters can be used like this:

import * as Unify from '@buggyorg/typify/lib/unify'
const t1 = {
  name: 'T1'
  data: ['first', '...rest']
}
const t2 = {
  name: 'T2'
  data: ['Number']
}
const t3 = {
  name: 'T3'
  data: ['String', 'Number', 'Boolean']
}

const assign1 = Unify.UnifyTypes(t1, t2)
/*
 assign1 = {
   first: 'Number',
   rest: []
 }
*/

const assign2 = Unify.UnifyTypes(t1, t3)
/*
 assign2 = {
   first: 'String',
   rest: ['Number', 'Boolean']
 }
*/