amoghrajesh commented on code in PR #71211:
URL: https://github.com/apache/airflow/pull/71211#discussion_r3756741177


##########
providers/amazon/src/airflow/providers/amazon/aws/operators/glue.py:
##########
@@ -384,6 +366,150 @@ def on_kill(self):
             if not response["SuccessfulSubmissions"]:
                 self.log.error("Failed to stop AWS Glue Job: %s. Run Id: %s", 
self.job_name, self._job_run_id)
 
+    def _set_job_run_id(self, context: Context, job_run_id: str) -> None:
+        """
+        Record the run id and surface its console link.
+
+        Called from every path that learns a run id (fresh submit, bootstrap 
search, reconnect) so
+        ``on_kill`` can stop the run and the link is available before polling 
starts. Guarded on the
+        id changing, so a single attempt logs the link once.
+        """
+        if self._job_run_id == job_run_id:
+            return
+        self._job_run_id = job_run_id
+        GlueJobRunDetailsLink.persist(
+            context=context,
+            operator=self,
+            region_name=self.hook.conn_region_name,
+            aws_partition=self.hook.conn_partition,
+            job_name=urllib.parse.quote(self.job_name, safe=""),
+            job_run_id=job_run_id,
+        )
+        self.log.info(
+            "You can monitor this Glue Job run at: %s",
+            GlueJobRunDetailsLink.format_str.format(
+                
aws_domain=GlueJobRunDetailsLink.get_aws_domain(self.hook.conn_partition),
+                region_name=self.hook.conn_region_name,
+                job_name=urllib.parse.quote(self.job_name, safe=""),
+                job_run_id=job_run_id,
+            ),
+        )
+
+    def _build_script_args(self, context: Context) -> dict:
+        script_args = dict(self.script_args)
+        if self.openlineage_inject_parent_job_info:
+            self.log.info("Injecting OpenLineage parent job information into 
Glue job arguments.")
+            script_args = 
inject_parent_job_information_into_glue_arguments(script_args, context)
+        if self.openlineage_inject_transport_info:
+            self.log.info("Injecting OpenLineage transport information into 
Glue job arguments.")
+            script_args = 
inject_transport_information_into_glue_arguments(script_args, context)
+        if self.durable and not self.deferrable:
+            script_args, _ = self._prepare_script_args_with_task_uuid(context, 
base_args=script_args)
+        return script_args
+
+    def _find_previous_job_run(self, context: Context, task_uuid: str) -> str 
| None:
+        """
+        Look for a Glue job run this task instance already started.
+
+        Checks XCom for a cached run id first; falls back to a task-UUID scan 
of the job's run
+        history when XCom has nothing (e.g. the cached id expired, or this is 
the first retry to
+        run under a provider version that persists it).
+        """
+        ti = context["ti"]
+        previous_job_run_id = ti.xcom_pull(key="glue_job_run_id", 
task_ids=ti.task_id)
+        if previous_job_run_id:
+            try:
+                job_run = self.hook.conn.get_job_run(JobName=self.job_name, 
RunId=previous_job_run_id)
+                state = job_run.get("JobRun", {}).get("JobRunState")
+                self.log.info("Previous Glue job_run_id: %s, state: %s", 
previous_job_run_id, state)
+                if state in ("RUNNING", "STARTING"):
+                    return previous_job_run_id
+            except Exception:
+                self.log.warning("Failed to get previous Glue job run state", 
exc_info=True)
+        else:
+            try:
+                existing = self._find_job_run_id_by_task_uuid(task_uuid)
+                if existing:
+                    existing_job_run_id, existing_job_run_state = existing
+                    self.log.info(
+                        "Found Glue job_run_id by task UUID: %s, state: %s",
+                        existing_job_run_id,
+                        existing_job_run_state,
+                    )
+                    if existing_job_run_state in ("RUNNING", "STARTING"):
+                        ti.xcom_push(key="glue_job_run_id", 
value=existing_job_run_id)
+                        return existing_job_run_id
+            except Exception:
+                self.log.warning("Failed to find previous Glue job run by task 
UUID", exc_info=True)
+        return None
+
+    def submit_job(self, context: Context) -> str:
+        """Start a Glue job run and return its run id, or reconnect to one 
this task already started."""
+        script_args = self._build_script_args(context)
+        # The --airflow_task_uuid tag is still written on every nondeferred 
attempt,
+        # including the first: a later retry's scan can only find it if it was 
there from the
+        # start. The lookup itself is skipped on the first attempt, since 
nothing tagged with this
+        # task's UUID could possibly exist yet -- paying for a full 
run-history scan there would
+        # be pure waste.
+        if self.durable and not self.deferrable and context["ti"].try_number > 
1:
+            existing_job_run_id = self._find_previous_job_run(context, 
script_args[self.TASK_UUID_ARG])
+            if existing_job_run_id:
+                self._set_job_run_id(context, existing_job_run_id)
+                return existing_job_run_id
+        self.log.info(
+            "Initializing AWS Glue Job: %s. Wait for completion: %s",
+            self.job_name,
+            self.wait_for_completion,
+        )
+        glue_job_run = self.hook.initialize_job(script_args, 
self.run_job_kwargs)
+        # Set immediately (before any polling) so on_kill can stop the run 
even if the worker dies
+        # before poll_until_complete runs.
+        self._set_job_run_id(context, glue_job_run["JobRunId"])
+        # Pushed unconditionally, matching pre-durable-execution behavior: 
downstream tasks read
+        # this key directly, and it's also the only writer that makes 
_find_previous_job_run's
+        # XCom tier reachable on the next retry.
+        context["ti"].xcom_push(key="glue_job_run_id", 
value=glue_job_run["JobRunId"])
+        return glue_job_run["JobRunId"]
+
+    def get_job_status(self, external_id: JsonValue, context: Context) -> str:
+        """Query the raw job run state; a run id Glue no longer knows about 
degrades to NOT_FOUND."""
+        job_run_id = cast("str", external_id)
+        # This is the first place a reconnecting attempt learns the run id.
+        self._set_job_run_id(context, job_run_id)
+        try:
+            return self.hook.get_job_state(self.job_name, job_run_id)
+        except ClientError as e:
+            if e.response["Error"]["Code"] == "EntityNotFoundException":
+                return NOT_FOUND_STATE
+            raise
+
+    def is_job_active(self, status: str) -> bool:
+        return status not in (*JOB_RUN_TERMINAL_STATES, NOT_FOUND_STATE)

Review Comment:
   Handled in 118dacfd80



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