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The following commit(s) were added to refs/heads/main by this push:
     new 871017e2b3 test(amber-python): add unit tests for evaluate-expression 
and retry-current-tuple handlers (#4520)
871017e2b3 is described below

commit 871017e2b354618f0b94a61a559aa0e78db06200
Author: Yicong Huang <[email protected]>
AuthorDate: Sun Apr 26 20:19:46 2026 -0700

    test(amber-python): add unit tests for evaluate-expression and 
retry-current-tuple handlers (#4520)
    
    ### What changes were proposed in this PR?
    
    Adds unit tests for the two debugger-adjacent worker RPC handlers that
    had no Python coverage:
    
    - **`test_evaluate_expression_handler.py`** (4 cases) — covers
    `EvaluateExpressionHandler.evaluate_python_expression`, which backs the
    frontend's "watch variable" feature. Verifies the evaluator's return is
    passed through unchanged, the runtime context exposes the executor as
    `self` / current tuple as `tuple_` / current port id as `input_`, the
    context is read fresh on each call (not snapshot at handler
    construction), and the handler tolerates `None` tuple/port (worker
    before any input has arrived).
    - **`test_replay_current_tuple_handler.py`** (6 cases) — covers
    `RetryCurrentTupleHandler.retry_current_tuple` (used by debugger "step
    over an exception" flows). Verifies it chains the current tuple onto the
    front of the input iterator, resumes `USER_PAUSE` + `EXCEPTION_PAUSE` in
    order, **does not** resume `DEBUG_PAUSE` (so an active debugging session
    is not silently dropped), no-ops when the worker is `COMPLETED`, and
    still chains correctly when the remaining iterator is empty.
    
    No production code is touched. Async handlers are driven via
    `asyncio.run` to avoid pulling in `pytest-asyncio`, matching the pattern
    from #4510 / #4512.
    
    ### Any related issues, documentation, discussions?
    
    Closes #4516. Same gap pattern as #4509.
    
    ### How was this PR tested?
    
    ```
    $ python -m pytest 
core/architecture/handlers/control/test_evaluate_expression_handler.py \
                       
core/architecture/handlers/control/test_replay_current_tuple_handler.py -v
    ======================== 10 passed in 1.14s ========================
    ```
    
    `ruff format --check .` and `ruff check .` clean locally.
    
    ### Was this PR authored or co-authored using generative AI tooling?
    
    Generated-by: Claude Code (Opus 4.7)
---
 .../control/test_evaluate_expression_handler.py    | 156 +++++++++++++++++++++
 .../control/test_replay_current_tuple_handler.py   | 139 ++++++++++++++++++
 2 files changed, 295 insertions(+)

diff --git 
a/amber/src/main/python/core/architecture/handlers/control/test_evaluate_expression_handler.py
 
b/amber/src/main/python/core/architecture/handlers/control/test_evaluate_expression_handler.py
new file mode 100644
index 0000000000..a72c1f8263
--- /dev/null
+++ 
b/amber/src/main/python/core/architecture/handlers/control/test_evaluate_expression_handler.py
@@ -0,0 +1,156 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+import asyncio
+from types import SimpleNamespace
+from unittest.mock import patch
+
+import pytest
+
+from core.architecture.handlers.control.evaluate_expression_handler import (
+    EvaluateExpressionHandler,
+)
+from proto.org.apache.texera.amber.engine.architecture.rpc import (
+    EvaluatedValue,
+    EvaluatePythonExpressionRequest,
+    TypedValue,
+)
+
+
+class TestEvaluateExpressionHandler:
+    @pytest.fixture
+    def executor(self):
+        # A stand-in for the user's UDF instance — anything addressable as
+        # `self` from the evaluated expression will do.
+        return SimpleNamespace(state="alive")
+
+    @pytest.fixture
+    def handler(self, executor):
+        instance = EvaluateExpressionHandler.__new__(EvaluateExpressionHandler)
+        instance.context = SimpleNamespace(
+            executor_manager=SimpleNamespace(executor=executor),
+            tuple_processing_manager=SimpleNamespace(
+                current_input_tuple={"col": 42},
+                current_input_port_id="port-0",
+            ),
+        )
+        return instance
+
+    def test_returns_what_the_evaluator_returns(self, handler):
+        sentinel = EvaluatedValue(
+            value=TypedValue(expression="1+1", value_ref="2", value_type="int")
+        )
+        with patch(
+            "core.architecture.handlers.control.evaluate_expression_handler"
+            ".ExpressionEvaluator.evaluate",
+            return_value=sentinel,
+        ) as evaluate:
+            result = asyncio.run(
+                handler.evaluate_python_expression(
+                    EvaluatePythonExpressionRequest(expression="1+1")
+                )
+            )
+
+        assert result is sentinel
+        evaluate.assert_called_once()
+
+    def test_runtime_context_exposes_self_tuple_input(self, handler, executor):
+        with patch(
+            "core.architecture.handlers.control.evaluate_expression_handler"
+            ".ExpressionEvaluator.evaluate",
+            return_value=EvaluatedValue(),
+        ) as evaluate:
+            asyncio.run(
+                handler.evaluate_python_expression(
+                    EvaluatePythonExpressionRequest(expression="self.state")
+                )
+            )
+
+        expression, runtime_context = evaluate.call_args.args
+        assert expression == "self.state"
+        assert runtime_context["self"] is executor
+        assert runtime_context["tuple_"] == {"col": 42}
+        assert runtime_context["input_"] == "port-0"
+
+    def test_runtime_context_reflects_current_tuple_at_call_time(
+        self, handler, executor
+    ):
+        # The handler must read the *current* tuple/port out of the context on
+        # each call — not snapshot them at construction. Drive two calls with
+        # different intermediate state.
+        captured: list = []
+
+        def capture(_expression, runtime_context):
+            captured.append((runtime_context["tuple_"], 
runtime_context["input_"]))
+            return EvaluatedValue()
+
+        with patch(
+            "core.architecture.handlers.control.evaluate_expression_handler"
+            ".ExpressionEvaluator.evaluate",
+            side_effect=capture,
+        ):
+            asyncio.run(
+                handler.evaluate_python_expression(
+                    EvaluatePythonExpressionRequest(expression="x")
+                )
+            )
+            handler.context.tuple_processing_manager.current_input_tuple = 
{"col": 99}
+            handler.context.tuple_processing_manager.current_input_port_id = 
"port-1"
+            asyncio.run(
+                handler.evaluate_python_expression(
+                    EvaluatePythonExpressionRequest(expression="x")
+                )
+            )
+
+        assert captured == [({"col": 42}, "port-0"), ({"col": 99}, "port-1")]
+
+    def test_handles_none_input_tuple_and_port(self, handler):
+        # Before the worker has received any input, current_input_tuple and
+        # current_input_port_id are None. The handler must still build a
+        # context (the user might be evaluating `self.foo`).
+        handler.context.tuple_processing_manager.current_input_tuple = None
+        handler.context.tuple_processing_manager.current_input_port_id = None
+        with patch(
+            "core.architecture.handlers.control.evaluate_expression_handler"
+            ".ExpressionEvaluator.evaluate",
+            return_value=EvaluatedValue(),
+        ) as evaluate:
+            asyncio.run(
+                handler.evaluate_python_expression(
+                    EvaluatePythonExpressionRequest(expression="self.state")
+                )
+            )
+
+        _expression, runtime_context = evaluate.call_args.args
+        assert runtime_context["tuple_"] is None
+        assert runtime_context["input_"] is None
+
+    def test_evaluator_exception_propagates(self, handler):
+        # If the evaluator raises (bad syntax, attribute error in the user's
+        # expression, etc.), the handler must not swallow it — the RPC layer
+        # is responsible for surfacing the failure to the frontend.
+        with patch(
+            "core.architecture.handlers.control.evaluate_expression_handler"
+            ".ExpressionEvaluator.evaluate",
+            side_effect=AttributeError("no such attribute"),
+        ):
+            with pytest.raises(AttributeError, match="no such attribute"):
+                asyncio.run(
+                    handler.evaluate_python_expression(
+                        
EvaluatePythonExpressionRequest(expression="self.missing")
+                    )
+                )
diff --git 
a/amber/src/main/python/core/architecture/handlers/control/test_replay_current_tuple_handler.py
 
b/amber/src/main/python/core/architecture/handlers/control/test_replay_current_tuple_handler.py
new file mode 100644
index 0000000000..2ba9b92131
--- /dev/null
+++ 
b/amber/src/main/python/core/architecture/handlers/control/test_replay_current_tuple_handler.py
@@ -0,0 +1,139 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+import asyncio
+from types import SimpleNamespace
+from unittest.mock import MagicMock
+
+import pytest
+
+from core.architecture.handlers.control.replay_current_tuple_handler import (
+    RetryCurrentTupleHandler,
+)
+from core.architecture.managers.pause_manager import PauseType
+from proto.org.apache.texera.amber.engine.architecture.rpc import (
+    EmptyRequest,
+    EmptyReturn,
+)
+from proto.org.apache.texera.amber.engine.architecture.worker import 
WorkerState
+
+
+def _build_handler(state: WorkerState, current_tuple, remaining_iter):
+    instance = RetryCurrentTupleHandler.__new__(RetryCurrentTupleHandler)
+    state_manager = MagicMock()
+    state_manager.confirm_state.side_effect = lambda *states: state in states
+    instance.context = SimpleNamespace(
+        state_manager=state_manager,
+        tuple_processing_manager=SimpleNamespace(
+            current_input_tuple=current_tuple,
+            current_input_tuple_iter=iter(remaining_iter),
+        ),
+        pause_manager=MagicMock(),
+    )
+    return instance
+
+
+class TestRetryCurrentTupleHandler:
+    @pytest.fixture
+    def running_handler(self):
+        return _build_handler(
+            WorkerState.RUNNING,
+            current_tuple={"col": "current"},
+            remaining_iter=[{"col": "next"}],
+        )
+
+    def test_returns_empty_return(self, running_handler):
+        result = 
asyncio.run(running_handler.retry_current_tuple(EmptyRequest()))
+        assert isinstance(result, EmptyReturn)
+
+    def test_chains_current_tuple_back_onto_iterator(self, running_handler):
+        asyncio.run(running_handler.retry_current_tuple(EmptyRequest()))
+        # The iterator must now yield the current tuple first, then the
+        # tuples that were already queued.
+        chained = list(
+            
running_handler.context.tuple_processing_manager.current_input_tuple_iter
+        )
+        assert chained == [{"col": "current"}, {"col": "next"}]
+
+    def test_resumes_user_and_exception_pause_in_order(self, running_handler):
+        asyncio.run(running_handler.retry_current_tuple(EmptyRequest()))
+        actual = [
+            call.args[0]
+            for call in 
running_handler.context.pause_manager.resume.call_args_list
+        ]
+        assert actual == [PauseType.USER_PAUSE, PauseType.EXCEPTION_PAUSE]
+
+    def test_does_not_resume_debug_pause(self, running_handler):
+        # Unlike WorkerDebugCommandHandler, retry only releases USER and
+        # EXCEPTION pauses — DEBUG_PAUSE must remain in effect so an active
+        # debugging session is not silently dropped.
+        asyncio.run(running_handler.retry_current_tuple(EmptyRequest()))
+        resumed = {
+            call.args[0]
+            for call in 
running_handler.context.pause_manager.resume.call_args_list
+        }
+        assert PauseType.DEBUG_PAUSE not in resumed
+
+    def test_no_op_when_state_is_completed(self):
+        completed_handler = _build_handler(
+            WorkerState.COMPLETED,
+            current_tuple={"col": "current"},
+            remaining_iter=[{"col": "next"}],
+        )
+        result = 
asyncio.run(completed_handler.retry_current_tuple(EmptyRequest()))
+
+        # Iterator must be untouched (no chaining), and no pause type is
+        # resumed — replaying a tuple after completion is meaningless.
+        remaining = list(
+            
completed_handler.context.tuple_processing_manager.current_input_tuple_iter
+        )
+        assert remaining == [{"col": "next"}]
+        completed_handler.context.pause_manager.resume.assert_not_called()
+        assert isinstance(result, EmptyReturn)
+
+    def test_chains_even_when_remaining_iter_is_exhausted(self):
+        handler = _build_handler(
+            WorkerState.RUNNING,
+            current_tuple={"col": "lone"},
+            remaining_iter=[],
+        )
+        asyncio.run(handler.retry_current_tuple(EmptyRequest()))
+        chained = list(
+            handler.context.tuple_processing_manager.current_input_tuple_iter
+        )
+        assert chained == [{"col": "lone"}]
+
+    def test_paused_state_still_chains_and_resumes(self):
+        # The completion guard is `if not confirm_state(COMPLETED)`, so every
+        # other state — RUNNING, READY, PAUSED, UNINITIALIZED — must take the
+        # chain+resume path. PAUSED is the most likely real-world entry point
+        # (the user hits "retry" while the worker is paused on an exception).
+        handler = _build_handler(
+            WorkerState.PAUSED,
+            current_tuple={"col": "current"},
+            remaining_iter=[{"col": "next"}],
+        )
+        asyncio.run(handler.retry_current_tuple(EmptyRequest()))
+
+        chained = list(
+            handler.context.tuple_processing_manager.current_input_tuple_iter
+        )
+        assert chained == [{"col": "current"}, {"col": "next"}]
+        resumed = [
+            call.args[0] for call in 
handler.context.pause_manager.resume.call_args_list
+        ]
+        assert resumed == [PauseType.USER_PAUSE, PauseType.EXCEPTION_PAUSE]

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