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Browse files- operator.py +21 -1
operator.py
CHANGED
@@ -155,6 +155,9 @@ class SingleStreamOperator(MultiStreamOperator):
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A single-stream operator is a type of `MultiStreamOperator` that operates on individual `Stream` objects within a `MultiStream`. It iterates through each `Stream` in the `MultiStream` and applies the `process` method. The `process` method should be implemented by subclasses to define the specific operations to be performed on each `Stream`.
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"""
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def _process_multi_stream(self, multi_stream: MultiStream) -> MultiStream:
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result = {}
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for stream_name, stream in multi_stream.items():
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@@ -167,8 +170,25 @@ class SingleStreamOperator(MultiStreamOperator):
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def _process_single_stream(self, stream: Stream, stream_name: str = None) -> Stream:
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return Stream(self._process_stream, gen_kwargs={"stream": stream, "stream_name": stream_name})
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def _process_stream(self, stream: Stream, stream_name: str = None) -> Generator:
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-
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@abstractmethod
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def process(self, stream: Stream, stream_name: str = None) -> Generator:
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A single-stream operator is a type of `MultiStreamOperator` that operates on individual `Stream` objects within a `MultiStream`. It iterates through each `Stream` in the `MultiStream` and applies the `process` method. The `process` method should be implemented by subclasses to define the specific operations to be performed on each `Stream`.
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"""
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apply_to_streams: List[str] = NonPositionalField(default=None) # None apply to all streams
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dont_apply_to_streams: List[str] = NonPositionalField(default_factory=list)
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def _process_multi_stream(self, multi_stream: MultiStream) -> MultiStream:
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result = {}
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for stream_name, stream in multi_stream.items():
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def _process_single_stream(self, stream: Stream, stream_name: str = None) -> Stream:
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return Stream(self._process_stream, gen_kwargs={"stream": stream, "stream_name": stream_name})
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def is_should_be_processed(self, stream_name):
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if (
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self.apply_to_streams is not None
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and stream_name in self.apply_to_streams
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and stream_name in self.dont_apply_to_streams
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):
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raise ValueError(
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f"Stream '{stream_name}' can be in either apply_to_streams or dont_apply_to_streams not both."
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)
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return (
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self.apply_to_streams is None or stream_name in self.apply_to_streams
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) and stream_name not in self.dont_apply_to_streams
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def _process_stream(self, stream: Stream, stream_name: str = None) -> Generator:
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if self.is_should_be_processed(stream_name):
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yield from self.process(stream, stream_name)
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else:
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yield from stream
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@abstractmethod
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def process(self, stream: Stream, stream_name: str = None) -> Generator:
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