Autocomplete from Stack Overflow

Tired of writing code? Me too! Let's have Stack Overflow do it.

(Try typing a space. JavaScript only, for now.)

How it works

I grabbed a Stack Overflow data dump from https://archive.org/details/stackexchange and scraped out any code snippets from

accepted answers
with more than 50 points
on posts tagged "javascript"

Then I processed it by walking the ASTs of those snippets and creating a "completion" fragment for each node, pairing a trace of the left-hand context with the code snippet for the right-hand side.

To complete at run time, it uses the same logic to find the left-hand trace at the current cursor position, and tries to match that up against the database of completion fragments. Available completions are sorted by a proprietary blend of post score, left-hand context similarity, and nearby identifiers.

Thanks to

Acorn and CodeMirror by Marijn Haverbeke
Esprima by Ariya Hidayat
solr-node-client
string_score
Stack Overflow and its contributors

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