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2428bc2a92
* fix: `Pipeline.run` correctly returns all outputs when the `include_outputs_from` parameter is used * Add release note
98 lines
3.7 KiB
Python
98 lines
3.7 KiB
Python
# SPDX-FileCopyrightText: 2022-present deepset GmbH <info@deepset.ai>
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#
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# SPDX-License-Identifier: Apache-2.0
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import logging
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from haystack.components.others import Multiplexer
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from haystack.core.pipeline import Pipeline
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from haystack.core.component import component
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from haystack.testing.sample_components import Accumulate, AddFixedValue, Double, Threshold
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logging.basicConfig(level=logging.DEBUG)
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@component
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class DoubleWithOriginal:
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"""
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Doubles the input value and returns the original value as well.
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"""
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@component.output_types(value=int, original=int)
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def run(self, value: int):
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return {"value": value * 2, "original": value}
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def test_pipeline_intermediate_outputs():
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pipeline = Pipeline()
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pipeline.add_component("first_addition", AddFixedValue(add=2))
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pipeline.add_component("second_addition", AddFixedValue())
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pipeline.add_component("double", Double())
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pipeline.connect("first_addition", "double")
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pipeline.connect("double", "second_addition")
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results = pipeline.run(
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{"first_addition": {"value": 1}}, include_outputs_from={"first_addition", "second_addition", "double"}
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)
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assert results == {"second_addition": {"result": 7}, "first_addition": {"result": 3}, "double": {"value": 6}}
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results = pipeline.run({"first_addition": {"value": 1}}, include_outputs_from={"double"})
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assert results == {"second_addition": {"result": 7}, "double": {"value": 6}}
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def test_pipeline_with_loops_intermediate_outputs():
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accumulator = Accumulate()
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pipeline = Pipeline(max_loops_allowed=10)
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pipeline.add_component("add_one", AddFixedValue(add=1))
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pipeline.add_component("multiplexer", Multiplexer(type_=int))
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pipeline.add_component("below_10", Threshold(threshold=10))
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pipeline.add_component("below_5", Threshold(threshold=5))
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pipeline.add_component("add_three", AddFixedValue(add=3))
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pipeline.add_component("accumulator", accumulator)
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pipeline.add_component("add_two", AddFixedValue(add=2))
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pipeline.connect("add_one.result", "multiplexer")
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pipeline.connect("multiplexer.value", "below_10.value")
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pipeline.connect("below_10.below", "accumulator.value")
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pipeline.connect("accumulator.value", "below_5.value")
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pipeline.connect("below_5.above", "add_three.value")
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pipeline.connect("below_5.below", "multiplexer")
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pipeline.connect("add_three.result", "multiplexer")
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pipeline.connect("below_10.above", "add_two.value")
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results = pipeline.run(
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{"add_one": {"value": 3}},
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include_outputs_from={"add_two", "add_one", "multiplexer", "below_10", "accumulator", "below_5", "add_three"},
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)
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assert results == {
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"add_two": {"result": 13},
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"add_one": {"result": 4},
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"multiplexer": {"value": 11},
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"below_10": {"above": 11},
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"accumulator": {"value": 8},
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"below_5": {"above": 8},
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"add_three": {"result": 11},
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}
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def test_pipeline_intermediate_outputs_multiple_output_sockets():
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pipeline = Pipeline()
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pipeline.add_component("first_addition", AddFixedValue(add=2))
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pipeline.add_component("second_addition", AddFixedValue())
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pipeline.add_component("double", DoubleWithOriginal())
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pipeline.connect("first_addition", "double")
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pipeline.connect("double.value", "second_addition")
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results = pipeline.run(
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{"first_addition": {"value": 1}}, include_outputs_from={"first_addition", "second_addition", "double"}
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)
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assert results == {
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"second_addition": {"result": 7},
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"first_addition": {"result": 3},
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"double": {"value": 6, "original": 3},
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}
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results = pipeline.run({"first_addition": {"value": 1}}, include_outputs_from={"double"})
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assert results == {"second_addition": {"result": 7}, "double": {"value": 6, "original": 3}}
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