---
name: TensorFlow Lite Op Request
about: Use this template for reporting Lite ops you are using or missing
labels: 'comp:lite'

---

**System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
- TensorFlow installed from (source or binary):
- TensorFlow version (or github SHA if from source):


**Provide the text output from tflite_convert**

```
# Copy and paste here
```

#!/usr/bin/env bash

set -e
set -x

    available_commands = [
        "translate-page",
        "translate-lang",
        "update-outdated",
        "add-missing",
        "update-and-add",
        "remove-removable",
    ]
    default_commands = [
        "remove-removable",
        "update-outdated",
        "add-missing",
    ]
    if command:
        if command in available_commands:
            print(json.dumps([command]))

# Header 1 { #header-1 }

Some text

## Header 2 { #header-2 }

Some more text

### Header 3 { #header-3 }

Even more text

Header 4 is missing

A bit more text

#Not a header

  }

  @Test
  public void hasEdgeConnecting_missingNode() {
    // both nodes missing
    assertThat(
            graph.hasEdgeConnecting(EndpointPair.unordered(NODE_NOT_IN_GRAPH, NODE_NOT_IN_GRAPH)))
        .isFalse();

    // one node present, the other missing
    assertThat(graph.hasEdgeConnecting(EndpointPair.unordered(NODE_NOT_IN_GRAPH, N4))).isFalse();

        // This should not throw exception, just do nothing
        try {
            WebApiUtil.setObject("testKey", "testValue");
        } catch (Exception e) {
            fail("setObject should handle missing request gracefully: " + e.getMessage());
        }
    }

    @Test
    public void test_setObject_withNullName() {
        // Test setObject with null name
        try {

However, the Java code we have is not fully annotated, which causes several consequences:
* IDE warnings can be misleading
* Redundant null checks may increase binary size, hurt performance, and increase cognitive load for readers
* Missing null checks may cause NullPointerException
* Bridging with Kotlin code is polluted with platform types
* Some public APIs have incorrect nullability annotations (both overly restrictive and overly permissive)

out=$(diff -qpruN expanded_ns.txt decommissioned_ns.txt)
ret=$?
if [ $ret -ne 0 ]; then
	echo "BUG: expected no missing entries after decommission: $out"
	exit 1
fi

out=$(diff -qpruN expanded_ns_versions.txt decommissioned_ns_versions.txt)
ret=$?
if [ $ret -ne 0 ]; then
	echo "BUG: expected no missing entries after decommission: $out"
	exit 1
fi

        client.get("/response_model-no_annotation-return_invalid_dict")
    assert "missing" in str(excinfo.value)


def test_response_model_no_annotation_return_invalid_model():
    with pytest.raises(ResponseValidationError) as excinfo:
        client.get("/response_model-no_annotation-return_invalid_model")
    assert "missing" in str(excinfo.value)


def test_response_model_no_annotation_return_dict_with_extra_data():

# listed in the module's build.gradle file:
#
#   thirdPartyAudit.excludes = [
#    // uses internal java api: sun.misc.Unsafe
#    'org.foo.Bar',
#    // missing class!
#    'com.missing.dependency.WTF',
#    // ...
#   ]
#
# Wildcards are not allowed, excludes must be exact. The build also fails with
# the message "Invalid exclusions, nothing is wrong with these classes" if