SameerMesiah97 commented on code in PR #63614:
URL: https://github.com/apache/airflow/pull/63614#discussion_r3142466998


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providers/microsoft/azure/src/airflow/providers/microsoft/azure/triggers/synapse.py:
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@@ -0,0 +1,165 @@
+# 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.
+
+from __future__ import annotations
+
+import asyncio
+import time
+from collections.abc import AsyncIterator
+from typing import Any
+
+from azure.core.exceptions import ServiceRequestError
+
+from airflow.providers.microsoft.azure.hooks.synapse import (
+    AzureSynapsePipelineAsyncHook,
+    AzureSynapsePipelineRunStatus,
+)
+from airflow.triggers.base import BaseTrigger, TriggerEvent
+
+
+class AzureSynapsePipelineTrigger(BaseTrigger):
+    """
+    Trigger when an Azure Synapse pipeline run reaches a terminal state.
+
+    If an unexpected exception occurs while polling, the trigger attempts to 
cancel
+    the pipeline run to avoid leaving orphaned executions.
+
+    :param run_id: Pipeline run identifier.
+    :param azure_synapse_conn_id: Azure Synapse connection id.
+    :param azure_synapse_workspace_dev_endpoint: Synapse workspace dev 
endpoint.
+    :param end_time: Epoch timestamp when the trigger should timeout.
+    :param check_interval: Poll interval in seconds.
+    """
+
+    def __init__(
+        self,
+        run_id: str,
+        azure_synapse_conn_id: str,
+        azure_synapse_workspace_dev_endpoint: str,
+        end_time: float,
+        check_interval: int = 60,
+    ):
+        super().__init__()
+
+        self.run_id = run_id
+        self.azure_synapse_conn_id = azure_synapse_conn_id
+        self.azure_synapse_workspace_dev_endpoint = 
azure_synapse_workspace_dev_endpoint
+        self.end_time = end_time
+        self.check_interval = check_interval
+
+    def serialize(self) -> tuple[str, dict[str, Any]]:
+        """Serialize trigger arguments and classpath."""
+        return (
+            f"{self.__class__.__module__}.{self.__class__.__name__}",
+            {
+                "run_id": self.run_id,
+                "azure_synapse_conn_id": self.azure_synapse_conn_id,
+                "azure_synapse_workspace_dev_endpoint": 
self.azure_synapse_workspace_dev_endpoint,
+                "end_time": self.end_time,
+                "check_interval": self.check_interval,
+            },
+        )
+
+    def _build_trigger_event(self, pipeline_status: str) -> TriggerEvent | 
None:
+        """
+        Convert Synapse pipeline status to TriggerEvent.
+
+        Returns None if the pipeline is still running.
+        """
+        if pipeline_status == AzureSynapsePipelineRunStatus.SUCCEEDED:
+            return TriggerEvent(
+                {
+                    "status": "success",
+                    "message": f"Pipeline run {self.run_id} succeeded.",
+                    "run_id": self.run_id,
+                }
+            )
+
+        if pipeline_status in AzureSynapsePipelineRunStatus.FAILURE_STATES:
+            return TriggerEvent(
+                {
+                    "status": "failure",

Review Comment:
   `FAILURE_STATES` will now result in a payload with a status of `error` in 
the `TriggerEvent`. This mirrors the ADF counterpart for this feature. A 
roundtrip test has also been added to the test suit for deferrable mode for 
this operator.



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