The Dropbox desktop client is relied on by millions of users across the world to save their most important files and keep them in sync across their devices. Weighing in at over 1 million lines of Python logic, we had a massive surface area for potential issues in our migration from Python 2 to Python 3. In this process, we knew that we had to be worthy of the trust that users place in Dropbox and keep their information safe.
Over the last few months, we’ve explored why and how we rolled out our Python 3 migration,
One of the greatest challenges associated with maintaining a complex desktop application like Dropbox is that with hundreds of millions of installs, even the smallest bugs can end up affecting a very large number of users. Bugs inevitably will strike, and while most of them allow the application to recover, some cause the application to terminate. These terminations, or “crashes,” are highly disruptive events: when Dropbox stops, synchronization stops. To ensure uninterrupted sync for our users we automatically detect and report all crashes and take steps to restart our application when they occur.
In 2016, faced with our impending transition to Python 3,
Dropbox is one of the most popular desktop applications in the world: You can install it today on Windows, macOS, and some flavors of Linux. What you may not know is that much of the application is written using Python. In fact, Drew’s very first lines of code for Dropbox were written in Python for Windows using venerable libraries such as
Though we’ve relied on Python 2 for many years (most recently, we used Python 2.7), we began moving to Python 3 back in 2015. This transition is now complete: If you’re using Dropbox today,
Computers on the internet are uniquely identified by an IP address. For decades the world has used Internet Protocol version 4 (IPv4), which allows for about 4 billion unique addresses. As more of the world has come online, and we carry internet-capable devices in our pockets, we have run out of IPv4 addresses. Layers and layers of workarounds have been built to mitigate the problem. The current protocol—Internet Protocol version 6 (IPv6)—fixes various problems with IPv4; it has a significantly expanded address space that allows for the creation of many more unique IP addresses. Unfortunately, IPv6 has suffered from lack of adoption.
In our previous blog post on investing in the Desktop Client platform at Dropbox, we discussed the challenges of trying to innovate and iterate on a product while maintaining high platform quality and low overhead. In 2016, Dropbox quadrupled the cadence at which we shipped the Desktop Client, releasing a new a major version every 2 weeks rather than every 8 weeks by investing in foundational improvements. These efforts tended to illustrate one or both of the following themes:
- Reduce KTLO work: “Keeping The Lights On,” or KTLO, includes manual tasks such as setting configuration parameters,
Imagine you’re an engineer working on a new product feature that is going to have a high impact on the end user, like the Dropbox Badge. You want to get quick validation on the functionality and utility of the feature. Each individual change you make might be relatively simple, like a tweak to the CSS changing the size of a font, or more substantial, like enabling the Badge on a new file type. You could set up user studies, but these are relatively expensive and slow, and are a statistically small sample size. Ideally,