# Introduction

This document outlines how to make hotfix binaries and containers for MinIO?. The main focus in this article is about how to backport patches to a specific branch and finally building binaries/containers.

## Pre-pre requisite

- A working knowledge of MinIO codebase and its various components.
- A working knowledge of AWS S3 API behaviors and corner cases.

## Pre-requisite for backporting any fixes

  rewriter.create<func::ReturnOp>(output_mul_op.getLoc(),
                                  output_mul_op.getResult());
  rewriter.clearInsertionPoint();
  return new_func;
}

// Outlines non-approximate GELU into a stablehlo composite.
//
//    -> mul 1/sqrt(2) -> erf -> add 1 ->
// in                                    mul
//    ---------> mul 0.5 --------------->
//

    llvm::function_ref<bool(tf_device::ClusterOp, ElementsAttr)> filter = {});

// Creates a pass that outlines regions of tf_device.cluster operations.
std::unique_ptr<OperationPass<ModuleOp>> CreateClusterOutliningPass();

// Creates a pass that outlines regions of tf_device.launch operations.
std::unique_ptr<OperationPass<ModuleOp>> CreateLaunchOutliningPass();

some form of isolation when dealing with untrusted data. As a result, this
document also outlines what issues we consider as TensorFlow security
vulnerabilities.

We recognize issues as vulnerabilities only when they occur in scenarios that we
outline as safe; issues that have a security impact only when TensorFlow is used

  let constructor = "TFDevice::CreateClusterConstantSinkingPass()";
}

def ClusterOutliningPass : Pass<"tf-device-cluster-outlining", "ModuleOp"> {
  let summary = "Outlines regions of tf_device.cluster operations";

  let description = [{
    This pass outlines the body of a `tf_device.cluster` into a function and
    replaces the `tf_device.cluster` op with an equivalent `tf_device.cluster_func`

 * know which version of library the class comes from
 */

This document outlines the concerns of a general plugin manager that would be used in conjunction with any Plexus-based application. The following outlined concerns are an attempt to describe what a plugin manager would need to do for Maven and for Nexus.

h2. Concerns for the plugin manager

			ir.WithFunc(fn, func() {
				fn.Body[i] = typecheck.Call(stmt.Pos(), wrapperFn.Nname, nil, false)
			})
			outlined++
		}
	}

	if base.Debug.WrapGlobalMapDbg > 1 {
		fmt.Fprintf(os.Stderr, "=-= outlined %v map initializations\n", outlined)
	}

  }) {device = "tpu0"} : () -> tensor<?xi32>
  %2 = "tf.D"(%1) : (tensor<?xi32>) -> tensor<?xi32>
  return %2 : tensor<?xi32>
```
### `-tf-device-cluster-outlining`

_Outlines regions of tf_device.cluster operations_

This pass outlines the body of a `tf_device.cluster` into a function and
replaces the `tf_device.cluster` op with an equivalent `tf_device.cluster_func`

  public static final MediaType ZIP = createConstant(APPLICATION_TYPE, "zip");

  /* font types */

  /**
   * A collection of font outlines as defined by <a href="https://tools.ietf.org/html/rfc8081">RFC
   * 8081</a>.
   *
   * @since 30.0
   */
  public static final MediaType FONT_COLLECTION = createConstant(FONT_TYPE, "collection");

  /**

  public static final MediaType ZIP = createConstant(APPLICATION_TYPE, "zip");

  /* font types */

  /**
   * A collection of font outlines as defined by <a href="https://tools.ietf.org/html/rfc8081">RFC
   * 8081</a>.
   *
   * @since 30.0
   */
  public static final MediaType FONT_COLLECTION = createConstant(FONT_TYPE, "collection");

  /**