}

  if (auto host_compute_op = dyn_cast<XlaHostComputeOp>(op)) {
    return InferShapeForFunctionAttachedToXlaHostCompute(host_compute_op);
  }

  // TODO(jpienaar): Extract function input arg constraint interface.
  // TODO(jpienaar): Unify the shape propagation to functions using interface.
  if (auto map_dataset_op = dyn_cast<MapDatasetOp>(op)) {
    // TODO(jpienaar): The output type of these ops need to be refined.

/**
 * A candidate that is applicable for a call. A candidate is applicable if the call's arguments are complete and are assignable to the
 * candidate's parameters, AND the call's type arguments are complete and fit all the constraints of the candidate's type parameters.
 */
public class KaApplicableCallCandidateInfo(
    candidate: KaCall,
    isInBestCandidates: Boolean,
) : KaCallCandidateInfo(candidate, isInBestCandidates)

*   TensorFlow 1.15 is built using devtoolset7 (GCC7) on Ubuntu 16. This may
    lead to ABI incompatibilities with extensions built against earlier versions
    of TensorFlow.
*   Deprecated the use of `constraint=` and `.constraint` with ResourceVariable.
*   `tf.keras`:
    *   `OMP_NUM_THREADS` is no longer used by the default Keras config. To
        configure the number of threads, use `tf.config.threading` APIs.

            }
            ?.apply { select(this) }
        }
      }
    }

    if (name.contains("AndroidConstraint")) {
      dependencies {
        constraints {
          "api"("com.google.guava:guava") {
            attributes {
              // if the Gradle version is 7+, you can use
              // TargetJvmEnvironment.TARGET_JVM_ENVIRONMENT_ATTRIBUTE

     *
     * @since 5.3
     */
    List<Capability> getRequestedCapabilities();

    /**
     * Endorse version constraints with {@link VersionConstraint#getStrictVersion()} strict versions} from the target module.
     *
     * Endorsing strict versions of another module/platform means that all strict versions will be interpreted during dependency

    /**
     * Only nag about tasks that are actually executing, but not tasks that are configured by the executing tasks.
     * A task is unlikely to reach out to other tasks without violating other constraints.
     **/
    private
    fun shouldReportInContext(task: TaskInternal, runningTask: TaskInternal?) =
        runningTask == null || task === runningTask

    private

)

const Doc = `check Go toolchain directives such as //go:debug

This analyzer checks for problems with known Go toolchain directives
in all Go source files in a package directory, even those excluded by
//go:build constraints, and all non-Go source files too.

For //go:debug (see https://go.dev/doc/godebug), the analyzer checks
that the directives are placed only in Go source files, only above the

#define DEBUG_TYPE "run-tf-graph-optimization"

namespace tensorflow {
namespace {
// Creates a pass to convert MLIR to Graph, run user-specified Graph
// Optimization Passes and convert back to MLIR.
// Constraints: This pass expects that all operations in the MLIR module either
// belong to 'tf' or '_tf' dialect. The output is in '_tf' dialect.
class GraphOptPass
    : public mlir::PassWrapper<GraphOptPass,

                )
            )

            dependencies {
                implementation("org:foo:1.0") {
                   because 'version 1.0 is tested'
                }
                constraints {
                    implementation("org:bar:2.0") {
                        because 'because 2.0 is cool'
                    }
                }
            }

            publishing {

         * This is not for a lifetime: a component can later be evicted through conflict resolution,
         * or another compatible component can be chosen instead if more constraints arise.
         */
        Selected(true),

        /**
         * An evicted component has been evicted and will never, ever be chosen starting from the moment it is evicted.