73 lines
2.4 KiB
Python
73 lines
2.4 KiB
Python
#!/usr/bin/env python3
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#
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# Copyright (C) 2022 Intel Corporation.
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#
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# SPDX-License-Identifier: BSD-3-Clause
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#
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class PipelineObject:
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def __init__(self, **kwargs):
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self.data = {}
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for k,v in kwargs.items():
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self.set(k, v)
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def set(self, tag, data):
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self.data[tag] = data
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def get(self, tag):
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return self.data[tag]
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def has(self, tag):
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return tag in self.data.keys()
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def consume(self, tag):
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return self.data.pop(tag, None)
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def dump(self):
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print(self.data)
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class PipelineStage:
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# The following three class variables defines the inputs and outputs of the stage. Each of them can be either a set
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# or a string (which is interpreted as a unit set)
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consumes = set() # Data consumed by this stage. Consumed data will be unavailable to later stages.
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uses = set() # Data used but not consumed by this stage.
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provides = set() # Data provided by this stage.
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def run(self, obj):
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raise NotImplementedError
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class PipelineEngine:
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def __init__(self, initial_data = []):
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self.stages = []
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self.initial_data = set(initial_data)
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self.available_data = set(initial_data)
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def add_stage(self, stage):
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consumes = stage.consumes if isinstance(stage.consumes, set) else {stage.consumes}
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uses = stage.uses if isinstance(stage.uses, set) else {stage.uses}
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provides = stage.provides if isinstance(stage.provides, set) else {stage.provides}
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all_uses = consumes.union(uses)
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if not all_uses.issubset(self.available_data):
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raise Exception(f"Data {all_uses - self.available_data} need by stage {stage.__class__.__name__} but not provided by the pipeline")
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self.stages.append(stage)
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self.available_data = self.available_data.difference(consumes).union(provides)
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def add_stages(self, stages):
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for stage in stages:
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self.add_stage(stage)
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def run(self, obj):
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for tag in self.initial_data:
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if not obj.has(tag):
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raise AttributeError(f"Data {tag} is needed by the pipeline but not provided by the object")
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for stage in self.stages:
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stage.run(obj)
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consumes = stage.consumes if isinstance(stage.consumes, set) else {stage.consumes}
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for tag in consumes:
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obj.consume(tag)
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