---
title: "PyData Talk - Building High-Volume Data Systems in the Python Ecosystem"
description: "This talk, given at PyData 2013, goes through building high throughput pipelines in the Python ecosystem with the Python / Numpy / Cython stack we use at Datadog."
author: "Alex Rosemblat"
date: 2013-11-22
tags: ["python"]
blog_type_id: the-monitor
locale: en
---

Earlier this month, Datadog's [Matt Perpick](https://twitter.com/perpick) presented *Building High-Volume Data Systems in the Python Ecosystem* at [PyData 2013 in New York](http://pydata.org/nyc2013).

This talk goes through building high throughput pipelines in Python with the Python / Numpy / Cython stack we use at Datadog.

Here is Matt's talk at PyData : <div class="text-center">

[Watch video](https://player.vimeo.com/video/79531980)

[*Python at Datadog - Building High-Volume Data Systems in the Python Ecosystem*](http://vimeo.com/79531980) </div>

If you'd like to gain visibility into your own environment, or see the end result of what Matt describes above, <!-- Sign-up trigger (try out Datadog for free) omitted -->.