# help works by looking over all Makefile includes matching `target: ## comment` regex and outputting them
help: ## Show this help
	@egrep -h '^[a-zA-Z_\.-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort  | awk 'BEGIN {FS = ":.*?## "}; {printf "\033[36m%-20s\033[0m %s\n", $$1, $$2}'

a client certificate.

The following curl example shows how to authenticate to a MinIO server with client certificate and obtain STS access credentials.

```curl

EOF
```

Upload this object to the bucket via `mc cp`
```
mc cp testobject myminio/functionbucket/
```

## Invoke Lambda transformation via PresignedGET

Following example shows how you can use [`minio-go` PresignedGetObject](https://min.io/docs/minio/linux/developers/go/API.html#presignedgetobject-ctx-context-context-bucketname-objectname-string-expiry-time-duration-reqparams-url-values-url-url-error)
```go

## Lifespan

You can define this *startup* and *shutdown* logic using the `lifespan` parameter of the `FastAPI` app, and a "context manager" (I'll show you what that is in a second).

Let's start with an example and then see it in detail.

We create an async function `lifespan()` with `yield` like this:

{* ../../docs_src/events/tutorial003.py hl[16,19] *}

mitigate the risk in this scenario is to sandbox the model execution.

### Hardware attacks

Physical GPUs or TPUs can also be the target of attacks. [Published
research](https://scholar.google.com/scholar?q=gpu+side+channel) shows that it
might be possible to use side channel attacks on the GPU to leak data from other
running models or processes in the same system. GPUs can also have

.nav-link:hover {\n  border-color: #56606a;\n}\n\n.dark-mode .nav-tabs .nav-item.show .nav-link,\n.dark-mode .nav-tabs .nav-link.active {\n  background-color: #343a40;\n  border-color: #56606a #56606a transparent #56606a;\n  color: #fff;\n}\n\n.dark-mode .nav-tabs.flex-column .nav-item.show .nav-link.active, .dark-mode .nav-tabs.flex-column .nav-item.show .nav-link:focus, .dark-mode .nav-tabs.flex-column .nav-item.show .nav-link:hover,\n.dark-mode .nav-tabs.flex-column .nav-link.active,\n.dark-mode...

```

Default config includes most common highly compressible content extensions and mime-types.

```bash
~ mc admin config set myminio compression extensions=".pdf" mime_types="application/pdf"
```

To show help on setting compression config values.

```bash
~ mc admin config set myminio compression
```

To enable compression for all content, no matter the extension and content type

.nav-link:focus,.dark-mode .nav-tabs .nav-link:hover{border-color:#56606a}.dark-mode .nav-tabs .nav-item.show .nav-link,.dark-mode .nav-tabs .nav-link.active{background-color:#343a40;border-color:#56606a #56606a transparent #56606a;color:#fff}.dark-mode .nav-tabs.flex-column .nav-item.show .nav-link.active,.dark-mode .nav-tabs.flex-column .nav-item.show .nav-link:focus,.dark-mode .nav-tabs.flex-column .nav-item.show .nav-link:hover,.dark-mode .nav-tabs.flex-column .nav-link.active,.dark-mode .nav-tabs.flex-column...

stop(!0),i.splice(e,1));for(e=0;e<o;e++)n[e]&&n[e].finish&&n[e].finish.call(this);delete t.finish})}}),ce.each(["toggle","show","hide"],function(e,r){var i=ce.fn[r];ce.fn[r]=function(e,t,n){return null==e||"boolean"==typeof e?i.apply(this,arguments):this.animate(gt(r,!0),e,t,n)}}),ce.each({slideDown:gt("show"),slideUp:gt("hide"),slideToggle:gt("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(e,r){ce.fn[e]=function(e,t,n){return this.animate(r,e,t...

![Interceptors Diagram](../assets/images/******@****.***)

### Application Interceptors

Interceptors are registered as either _application_ or _network_ interceptors. We'll use the `LoggingInterceptor` defined above to show the difference.

Register an _application_ interceptor by calling `addInterceptor()` on `OkHttpClient.Builder`:

```java
OkHttpClient client = new OkHttpClient.Builder()
    .addInterceptor(new LoggingInterceptor())