jingz-db commented on code in PR #48838:
URL: https://github.com/apache/spark/pull/48838#discussion_r1861301227
##########
python/pyspark/sql/tests/pandas/test_pandas_transform_with_state.py:
##########
@@ -858,33 +913,30 @@ def init(self, handle: StatefulProcessorHandle) -> None:
self.handle = handle
self.max_state = handle.getValueState("max_state", state_schema)
- def handleInputRows(
- self, key, rows, timer_values, expired_timer_info
- ) -> Iterator[pd.DataFrame]:
- if expired_timer_info.is_valid():
- self.max_state.clear()
- self.handle.deleteTimer(expired_timer_info.get_expiry_time_in_ms())
- str_key = f"{str(key[0])}-expired"
- yield pd.DataFrame(
- {"id": (str_key,), "timestamp":
str(expired_timer_info.get_expiry_time_in_ms())}
- )
+ def handleExpiredTimer(self, key, timer_values, expired_timer_info) ->
Iterator[pd.DataFrame]:
+ self.max_state.clear()
+ self.handle.deleteTimer(expired_timer_info.get_expiry_time_in_ms())
+ str_key = f"{str(key[0])}-expired"
+ yield pd.DataFrame(
+ {"id": (str_key,), "timestamp":
str(expired_timer_info.get_expiry_time_in_ms())}
+ )
- else:
- timestamp_list = []
- for pdf in rows:
- # int64 will represent timestamp in nanosecond, restore to
second
- timestamp_list.extend((pdf["eventTime"].astype("int64") //
10**9).tolist())
+ def handleInputRows(self, key, rows, timer_values) ->
Iterator[pd.DataFrame]:
+ timestamp_list = []
+ for pdf in rows:
+ # int64 will represent timestamp in nanosecond, restore to second
+ timestamp_list.extend((pdf["eventTime"].astype("int64") //
10**9).tolist())
- if self.max_state.exists():
- cur_max = int(self.max_state.get()[0])
- else:
- cur_max = 0
- max_event_time = str(max(cur_max, max(timestamp_list)))
+ if self.max_state.exists():
+ cur_max = int(self.max_state.get()[0])
+ else:
+ cur_max = 0
+ max_event_time = str(max(cur_max, max(timestamp_list)))
- self.max_state.update((max_event_time,))
-
self.handle.registerTimer(timer_values.get_current_watermark_in_ms())
+ self.max_state.update((max_event_time,))
+ self.handle.registerTimer(timer_values.get_current_watermark_in_ms() +
1)
Review Comment:
I modified this to current batch timestamp + 1 for testing with more common
use cases as registering with current batch timestamp is not a very common use
case.
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