Alan Donovan <******@****.***> 1714508407 -0400

Russ Cox <******@****.***> 1649017808 -0400

              %read0 = "tf.ReadVariableOp"(%barg1) : (!tf_ref) -> tensor<f32>
              %add0 = "tf.AddV2"(%read0, %read0) : (tensor<f32>, tensor<f32>) -> tensor<f32>
              "tf.AssignVariableOp"(%barg1, %add0) : (!tf_ref, tensor<f32>) -> ()
              %read1 = "tf.ReadVariableOp"(%barg1) : (!tf_ref) -> tensor<f32>
              %add1 = "tf.AddV2"(%read1, %read1) : (tensor<f32>, tensor<f32>) -> tensor<f32>

        ports:
        - containerPort: 15090
          name: http-envoy-prom
          protocol: TCP
        readinessProbe:
          failureThreshold: 4
          httpGet:
            path: /healthz/ready
            port: 15021
          periodSeconds: 15
          timeoutSeconds: 3
        resources:
          limits:
            cpu: "2"
            memory: 1Gi
          requests:

Shriram Rajagopalan <******@****.***> 1572405935 -0400

            # But we don't need _everything_ in `privileged`, so drop+readd capabilities based on feature.
            # privileged is redundant with CAP_SYS_ADMIN
            # since it's redundant, hardcode it to `true`, then manually drop ALL + readd granular
            # capabilities we actually require
            capabilities:
              drop:
              - ALL

// RUN: tf-opt -tf-tpu-resource-read-for-write %s | FileCheck %s --dump-input=always

// CHECK-LABEL: func @write_only_resource
// CHECK-SAME: ([[ARG0:%.*]]: tensor<i32>, [[ARG1:%.*]]: tensor<f32>, [[ARG2:%.*]]: tensor<*x!tf_type.resource<tensor<i32>>>)
func.func @write_only_resource(%arg0: tensor<i32>, %arg1: tensor<f32>, %arg2: tensor<*x!tf_type.resource<tensor<i32>>>) {
  // CHECK-NEXT: [[READ:%.*]] = "tf.ReadVariableOp"([[ARG2]])

		if err == nil {
			t.Errorf("after resetting read deadline: Read = %q, nil, want error", string(b))
		}
	}))

	pr, pw := io.Pipe()
	var wg sync.WaitGroup
	wg.Add(1)
	go func() {
		defer wg.Done()
		defer pw.Close()
		pw.Write([]byte("one"))
		select {
		case <-readc:
		case <-donec:
			select {
			case <-readc:
			default:

    /**
     * Reads a nullable string value. Can reads any value that was written using {@link Encoder#writeNullableString(CharSequence)}.
     *
     * @throws EOFException when the end of the byte stream is reached before the string can be fully read.
     */
    @Nullable
    String readNullableString() throws EOFException, IOException;

    /**

  for (Operation& op : replicate.getBody().front()) {
    if (auto read = llvm::dyn_cast<ReadVariableOp>(&op)) {
      bool is_cpu_read;
      if (failed(IsCpuRead(func, read, is_cpu_read))) return failure();
      if (is_cpu_read) reads.push_back(read);
    }
  }
  return success();
}

// Move reads above the `replicate`. Skip reads that come after a write to the
// same resource.