-
-
Save araguaci/7bf0fcc20f7de90f6539a954772da3b2 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
const _ = require('lodash') | |
const actionTree = generateActionTree() | |
const steps = resolveDependencies(actionTree) | |
console.log(steps) | |
function resolveDependencies(cmds) { | |
const dependencies = fetchDependencies(actionTree) | |
const steps = chunkIntoSteps(dependencies) | |
return steps | |
} | |
function fetchDependencies(cmds) { | |
const graph = {} | |
cmds.forEach(cmd => { | |
const node = cmd.set | |
const inputs = cmd.input | |
graph[node] = {} | |
if (inputs) { | |
Object.values(inputs).forEach(val => { | |
graph[node][val.path[0]] = true | |
}) | |
} | |
}) | |
const dependencies = {} | |
Object.keys(graph).forEach(node => { | |
dependencies[node] = Object.keys(graph[node]) | |
}) | |
return dependencies | |
} | |
function chunkIntoSteps(dependencies) { | |
const sources = fetchStartNodes(dependencies) | |
let level = _.clone(sources) | |
const done = _.clone(level) | |
const todos = _.difference(Object.keys(dependencies), done) | |
const levels = [] | |
while (level.length) { | |
levels.push(level) | |
// # Next level is jobs that have all dependencies done | |
const newLevel = {} | |
// # A clever data structure could find the next level in O(k log n) | |
// # for a level size of k and n jobs. This needs O(n). | |
todos.forEach(todo => { | |
if (isSubset(dependencies[todo], done)) { | |
newLevel[todo] = true | |
} | |
}) | |
const newLevelArray = Object.keys(newLevel) | |
// remove items that differ in both sets | |
updateDifference(todos, newLevelArray) | |
done.push(...newLevelArray) | |
level = newLevelArray | |
} | |
return levels | |
} | |
function fetchStartNodes(dependencies) { | |
const sources = {} | |
Object.keys(dependencies).forEach(node => { | |
if (!dependencies[node].length) { | |
sources[node] = true | |
} | |
}) | |
return Object.keys(sources) | |
} | |
function isSubset(a, ofB) { | |
return a.every(val => ofB.includes(val)); | |
} | |
function updateDifference(a, b) { | |
for (let i = 0, n = a.length; i < n; i++) { | |
let x = a[i] | |
k: | |
for (let j = 0, m = b.length; j < m; j++) { | |
let y = b[j] | |
if (x === y) { | |
a.splice(i, 1) | |
i-- | |
break k; | |
} | |
} | |
} | |
} | |
function generateActionTree() { | |
// this would be constructed through a bunch of real-world | |
// functions, queuing up all the actions | |
// and pointing outputs to inputs. | |
return [ | |
{ action: 'create', table: 'tb1', set: 'key1' }, | |
{ action: 'create', table: 'tb2', set: 'key2' }, | |
{ action: 'create', table: 'tb2', set: 'key3' }, | |
{ action: 'create', table: 'tb3', set: 'key5' }, | |
{ action: 'create', table: 'tb4', set: 'key6' }, | |
{ action: 'create', table: 'tb3', set: 'key7' }, | |
{ action: 'create', table: 'tb4', set: 'key8' }, | |
{ action: 'create', table: 'tb3', set: 'key9' }, | |
{ action: 'create', table: 'tb3', set: 'key10', input: { | |
y: { type: 'binding', path: ['key6', 'foo'] }, | |
z: { type: 'binding', path: ['key1', 'bar'] } | |
} }, | |
{ action: 'create', table: 'tb1', set: 'key4', input: { | |
x: { type: 'binding', path: ['key2', 'baz'] } | |
} }, | |
{ action: 'create', table: 'tb4', set: 'key11', input: { | |
a: { type: 'binding', path: ['key10', 'z'] }, | |
b: { type: 'binding', path: ['key1', 'bar'] } | |
} }, | |
{ action: 'create', table: 'tb1', set: 'key12', input: { | |
p: { type: 'binding', path: ['key10', 'z'] }, | |
q: { type: 'binding', path: ['key11', 'a'] } | |
} }, | |
{ action: 'create', table: 'tb4', set: 'key13' }, | |
{ action: 'create', table: 'tb3', set: 'key14' }, | |
{ action: 'create', table: 'tb4', set: 'key15', input: { | |
a: { type: 'binding', path: ['key8', 'z'] }, | |
} }, | |
{ action: 'create', table: 'tb5', set: 'key16' }, | |
{ action: 'create', table: 'tb6', set: 'key17' }, | |
{ action: 'create', table: 'tb6', set: 'key18', input: { | |
m: { type: 'binding', path: ['key4', 'x'] }, | |
} }, | |
{ action: 'create', table: 'tb6', set: 'key19', input: { | |
m: { type: 'binding', path: ['key4', 'x'] }, | |
n: { type: 'binding', path: ['key13', 'a'] }, | |
} }, | |
{ action: 'create', table: 'tb6', set: 'key20', input: { | |
m: { type: 'binding', path: ['key18', 'm'] }, | |
n: { type: 'binding', path: ['key17', 'm'] }, | |
} }, | |
{ action: 'create', table: 'tb1', set: 'key21' }, | |
{ action: 'create', table: 'tb2', set: 'key22', input: { | |
w: { type: 'binding', path: ['key18', 'm'] }, | |
x: { type: 'binding', path: ['key17', 'm'] }, | |
} }, | |
{ action: 'create', table: 'tb2', set: 'key23' }, | |
{ action: 'create', table: 'tb3', set: 'key24' }, | |
] | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment