Silvano Cerza 3dcc21fd73
test: Pipeline run tests rework (#7748)
* Rework Pipeline.run() tests

* Remove test_linear_pipeline.py

* Add test for components execution order

* Add new pytest-bdd tests dependency

* Update README.md

* Add function to dinamically add integration marker

* Fix marking tests as integration
2024-05-28 15:42:47 +02:00

54 lines
1.8 KiB
Python

from pytest_bdd import scenarios, given
import pytest
from haystack import Pipeline, component
from haystack.core.errors import PipelineMaxLoops
from haystack.testing.sample_components import AddFixedValue, Double
from haystack.testing.factory import component_class
pytestmark = pytest.mark.integration
scenarios("pipeline_run.feature")
@given("a pipeline that has no components", target_fixture="pipeline_data")
def pipeline_that_has_no_components():
pipeline = Pipeline()
inputs = {}
expected_outputs = {}
return pipeline, inputs, expected_outputs, []
@given("a pipeline that is linear", target_fixture="pipeline_data")
def pipeline_that_is_linear():
pipeline = Pipeline()
pipeline.add_component("first_addition", AddFixedValue(add=2))
pipeline.add_component("second_addition", AddFixedValue())
pipeline.add_component("double", Double())
pipeline.connect("first_addition", "double")
pipeline.connect("double", "second_addition")
return (
pipeline,
{"first_addition": {"value": 1}},
{"second_addition": {"result": 7}},
["first_addition", "double", "second_addition"],
)
@given("a pipeline that has an infinite loop", target_fixture="pipeline_data")
def pipeline_that_has_an_infinite_loop():
def custom_init(self):
component.set_input_type(self, "x", int)
component.set_input_type(self, "y", int, 1)
component.set_output_types(self, a=int, b=int)
FakeComponent = component_class("FakeComponent", output={"a": 1, "b": 1}, extra_fields={"__init__": custom_init})
pipe = Pipeline(max_loops_allowed=1)
pipe.add_component("first", FakeComponent())
pipe.add_component("second", FakeComponent())
pipe.connect("first.a", "second.x")
pipe.connect("second.b", "first.y")
return pipe, {"first": {"x": 1}}, PipelineMaxLoops