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Unit tests for step.save and step.skip (#197)
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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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emolter and pre-commit-ci[bot] authored Jan 27, 2025
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151 changes: 151 additions & 0 deletions tests/test_step.py
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"""Test step.Step"""

import copy
import logging
import re
from collections.abc import Sequence
from typing import ClassVar

import asdf
import pytest

import stpipe.config_parser as cp
from stpipe import cmdline
from stpipe.datamodel import AbstractDataModel
from stpipe.pipeline import Pipeline
from stpipe.step import Step

Expand Down Expand Up @@ -411,3 +414,151 @@ def test_log_records():
pipeline.run()

assert any(r == "This step has called out a warning." for r in pipeline.log_records)


class StepWithModel(Step):
"""A step that immediately saves the model it gets passed in"""

spec = """
output_ext = string(default='simplestep')
save_results = boolean(default=True)
"""

def process(self, input_model):
# make a change to ensure step skip is working
# without having to define SimpleDataModel.meta.stepname
if isinstance(input_model, SimpleDataModel):
input_model.stepstatus = "COMPLETED"
elif isinstance(input_model, SimpleContainer):
for model in input_model:
model.stepstatus = "COMPLETED"
return input_model


class SimpleDataModel(AbstractDataModel):
"""A simple data model"""

@property
def crds_observatory(self):
return "jwst"

def get_crds_parameters(self):
return {"test": "none"}

def save(self, path, dir_path=None, *args, **kwargs):
saveid = getattr(self, "saveid", None)
if saveid is not None:
fname = saveid + "-saved.txt"
with open(fname, "w") as f:
f.write(f"{path}")
return fname
return None


def test_save_results(tmp_cwd):
"""Ensure model saved using custom save method override when save_results=True."""

model = SimpleDataModel()
model.saveid = "test"
step = StepWithModel()
step.run(model)
assert (tmp_cwd / "test-saved.txt").exists()


def test_skip():
model = SimpleDataModel()
step = StepWithModel()
step.skip = True
out = step.run(model)
assert not hasattr(out, "stepstatus")
assert out is model


@pytest.fixture(scope="function")
def model_list():
model = SimpleDataModel()
model_list = [copy.deepcopy(model) for _ in range(3)]
for i, model in enumerate(model_list):
model.saveid = f"test{i}"
return model_list


def test_save_list(tmp_cwd, model_list):
step = StepWithModel()
step.run(model_list)
for i in range(3):
assert (tmp_cwd / f"test{i}-saved.txt").exists()


class SimpleContainer(Sequence):

def __init__(self, models):
self._models = models

def __len__(self):
return len(self._models)

def __getitem__(self, idx):
return self._models[idx]

def __iter__(self):
yield from self._models

def insert(self, index, model):
self._models.insert(index, model)

def append(self, model):
self._models.append(model)

def extend(self, model):
self._models.extend(model)

def pop(self, index=-1):
self._models.pop(index)


class SimpleContainerWithSave(SimpleContainer):

def save(self, path, dir_path=None, *args, **kwargs):
for model in self._models[1:]:
# skip the first model to test that the save method is called
# rather than just looping over all models like in the without-save case
model.save(path, dir_path, *args, **kwargs)


def test_skip_container(tmp_cwd, model_list):
step = StepWithModel()
step.skip = True
out = step.run(model_list)
assert not hasattr(out, "stepstatus")
for i, model in enumerate(out):
assert not hasattr(model, "stepstatus")
assert model_list[i] is model


def test_save_container_with_save_method(tmp_cwd, model_list):
"""ensure top-level save method is called for sequence"""
container = SimpleContainerWithSave(model_list)
step = StepWithModel()
step.run(container)
assert not (tmp_cwd / "test0-saved.txt").exists()
assert (tmp_cwd / "test1-saved.txt").exists()
assert (tmp_cwd / "test2-saved.txt").exists()


def test_save_tuple_with_nested_list(tmp_cwd, model_list):
"""
in rare cases, multiple outputs are returned from step as tuple.
One example is the jwst badpix_selfcal step, which returns one sci exposure
and a list containing an arbitrary number of background exposures.
Expected behavior in this case, at least at time of writing, is to save the
science exposure and ignore the list
"""
single_model = SimpleDataModel()
single_model.saveid = "test"
container = (single_model, model_list)
step = StepWithModel()
step.run(container)
assert (tmp_cwd / "test-saved.txt").exists()
for i in range(3):
assert not (tmp_cwd / f"test{i}-saved.txt").exists()

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