File size: 1,244 Bytes
798b4b4 cc6aaeb 798b4b4 cc6aaeb 798b4b4 8dc55ca a879383 cc6aaeb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 | import time
from typing import List
from distilabel.pipeline import Pipeline
from distilabel.steps import LoadDataFromDicts
from distilabel.steps import StepInput, step
from distilabel.steps.base import Step, StepInput
from distilabel.steps.typing import StepOutput
class DummyStep(Step):
@property
def inputs(self) -> List[str]:
return ["instruction"]
@property
def outputs(self) -> List[str]:
return ["response"]
def process(self, inputs: StepInput) -> StepOutput: # type: ignore
for input in inputs:
input["response"] = "unit test"
yield inputs
@step()
def InfiniteStep(*inputs: StepInput) -> StepOutput:
time.sleep(1)
yield [{"instruction": ["nothing"]}]
with Pipeline(name="pipe-nothing") as pipeline:
load_dataset = LoadDataFromDicts(
data=[
{"instruction": "Tell me a joke."},
] * 2,
batch_size=2
)
dummy = DummyStep(name="DUMMY_STEP")
load_dataset >> dummy
if __name__ == "__main__":
distiset = pipeline.run(use_cache=False)
distiset.push_to_hub("plaguss/pipe_nothing_test", include_script=True)
# distiset.push_to_hub("distilabel-internal-testing/pipe_nothing_test", include_script=True)
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