
Hermetic docker images with Hugging Face machine learning models
Hugging Face is GitHub for machine learning models. Their on-the-fly model download scheme, however, is difficult from a DevOps perspective. Here鈥檚 how to disable it.
Hugging Face is GitHub for machine learning models. Their on-the-fly model download scheme, however, is difficult from a DevOps perspective. Here鈥檚 how to disable it.
Every public-facing API service should have API usage limits. If this seems overkill then ask yourself if would it be OK if a single IP sends a million requests a second. This does not apply just to publicly documented services but even to undocumented services that are publicly accessible.
The ultimate guide to using Poetry inside Docker
I recently added adb-enhanced to the Homebrew package manager . Here are some of my learnings and future tips to smoothen up the process.
Let鈥檚 say you want to have two Go packages pkg1 and pkg2 in a monorepo setup. Here鈥檚 what a good project structure would look like.
I used to call Toast#show() on the UI thread. Then one day, I received notifications related to an ANR (Application Not Responding) error in one of my Android apps . Java 1 2 3 4 5 6 7 8 9 10 11 at android.os.BinderProxy.transactNative(BinderProxy.java) at android.os.BinderProxy.transact(BinderProxy.java:605) at android.view.accessibility.IAccessibilityManager$Stub$Proxy.addClient(IAccessibilityManager.java:1207) at android.view.accessibility.AccessibilityManager.tryConnectToServiceLocked(AccessibilityManager.java:1804) at android.view.accessibility.AccessibilityManager.(AccessibilityManager.java:606) at android.widget.ToastPresenter.(ToastPresenter.java:138) at android.widget.Toast$TN.(Toast.java:1151) at android.widget.Toast.(Toast.java:259) at android.widget.Toast.makeText(Toast.java:891) at android.widget.Toast.makeText(Toast.java:879) at net.ashishb.androidmusicplayer.util.UiHelper.showToast(UiHelper.java:111) Programmers on StackOverflow are confused about whether it is OK to call Toasts on the background threads. Just like me, they think that Toast must be displayed from the UI thread. Even though there is no reason. ...
There are several ways to deploy Docker images on Microsoft Azure. My favorite one is Azure App Service/Web Application for Containers . This is the closest to Google Cloud Run .
Google released a new version of the Google Auth library. It had a bug that broke Google Login on Android for API 26 and earlier. This impacted my small but popular Music Player app in Google Play. It reveals the kind of problem, I have alluded to in end-to-end testing . The only way to avoid such problems is by end-to-end testing. However, I find all Android testing frameworks to be terrible. ...
Data Loaders allow transparent batching of requests to a data provider (e.g. database). More often than not, this leads to reduced latency and better performance without forcing an explicit batching of requests for the API users, for example, your frontend developers. Many programmers relate data loaders to Graph QL for N+1 query patterns . I believe data loaders are a great idea any time you are building an API backend. Let me illustrate the concept with a simple example. And while I am using Go as an example , data loader implementations are available in many languages .
Generics in Go were added about a year back in Go 1.18. In my experience they are great and they fix one of the biggest roadblocks in terms of writing reusable code in Go. I鈥檒l illustrate that with an example. First, do ensure that you have at least Go 1.18 Bash 1 2 $ go version go version go1.19.1 darwin/amd64 Let鈥檚 consider a simple case of implementing a Map function in Go that maps an array (well, a slice) to another array (again, actually, a slice). ...