/
test_jobcollection.py
166 lines (127 loc) · 6.49 KB
/
test_jobcollection.py
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import tempfile
from pathlib import Path
import geojson
import pytest
from up42.job import Job
from .fixtures.fixtures_globals import API_HOST, JOB_ID, JOB_ID_2
def test_jobcollection(jobcollection_single_mock):
assert len(jobcollection_single_mock.jobs) == 1
def test_jobcollection_multiple(jobcollection_multiple_mock):
assert len(jobcollection_multiple_mock.jobs) == 2
def test_job_iterator(jobcollection_multiple_mock, jobcollection_empty_mock, requests_mock):
def worker(job):
return 1
res = jobcollection_multiple_mock.apply(worker, only_succeeded=False)
assert len(res) == 2
assert res[JOB_ID] == 1
assert res[JOB_ID_2] == 1
def worker_with_add(job, add):
return add
res = jobcollection_multiple_mock.apply(worker_with_add, add=5, only_succeeded=False)
assert len(res) == 2
assert res[JOB_ID] == 5
assert res[JOB_ID_2] == 5
status = ["FAILED", "SUCCEEDED"]
for i, job in enumerate(jobcollection_multiple_mock):
url_job_info = f"{API_HOST}/projects/{jobcollection_multiple_mock.project_id}/jobs/{job.job_id}"
requests_mock.get(url=url_job_info, json={"data": {"status": status[i]}, "error": {}})
res = jobcollection_multiple_mock.apply(worker_with_add, add=5, only_succeeded=True)
assert len(res) == 1
assert res[JOB_ID_2] == 5
with pytest.raises(ValueError) as e:
jobcollection_empty_mock.apply(worker_with_add, add=5, only_succeeded=True)
assert str(e) == "This is an empty JobCollection. Cannot apply over an empty job list."
def test_jobcollection_info(jobcollection_single_mock, requests_mock):
url_job_info = (
f"{API_HOST}/projects/{jobcollection_single_mock.project_id}/jobs/{jobcollection_single_mock[0].job_id}"
)
requests_mock.get(url=url_job_info, json={"data": {"xyz": 789}, "error": {}})
info = jobcollection_single_mock.info
assert isinstance(info, dict)
assert info[jobcollection_single_mock[0].job_id] == {"xyz": 789}
@pytest.mark.parametrize("status", ["NOT STARTED", "PENDING", "RUNNING"])
def test_jobcollection_jobs_status(jobcollection_single_mock, status, requests_mock):
url_job_info = (
f"{API_HOST}/projects/{jobcollection_single_mock.project_id}/jobs/{jobcollection_single_mock[0].job_id}"
)
requests_mock.get(url=url_job_info, json={"data": {"status": status}, "error": {}})
job_statuses = jobcollection_single_mock.status
assert isinstance(job_statuses, dict)
assert job_statuses[jobcollection_single_mock[0].job_id] == status
def test_jobcollection_download_results(jobcollection_single_mock, requests_mock):
download_url = "http://up42.api.com/abcdef"
url_download_result = (
f"{API_HOST}/projects/"
f"{jobcollection_single_mock.project_id}/jobs/{jobcollection_single_mock[0].job_id}/downloads/results/"
)
requests_mock.get(url_download_result, json={"data": {"url": download_url}, "error": {}})
url_job_info = (
f"{API_HOST}/projects/{jobcollection_single_mock.project_id}/jobs/{jobcollection_single_mock[0].job_id}"
)
requests_mock.get(url=url_job_info, json={"data": {"status": "SUCCEEDED"}, "error": {}})
out_tgz = Path(__file__).resolve().parent / "mock_data/result_tif.tgz"
with open(out_tgz, "rb") as out_tgz_file:
requests_mock.get(
url=download_url,
content=out_tgz_file.read(),
headers={"x-goog-stored-content-length": "163"},
)
with tempfile.TemporaryDirectory() as tmpdir:
out_dict = jobcollection_single_mock.download_results(tmpdir, merge=False)
for job_id in out_dict:
assert Path(out_dict[job_id][0]).exists()
assert len(out_dict[job_id]) == 2
def test_jobcollection_download_results_failed(jobcollection_single_mock, requests_mock):
url_job_info = (
f"{API_HOST}/projects/{jobcollection_single_mock.project_id}/jobs/{jobcollection_single_mock[0].job_id}"
)
requests_mock.get(url=url_job_info, json={"data": {"status": "FAILED"}, "error": {}})
with tempfile.TemporaryDirectory() as tmpdir:
with pytest.raises(ValueError) as e:
jobcollection_single_mock.download_results(tmpdir, merge=False)
assert str(e) == "All jobs have failed! Cannot apply over an empty succeeded job list."
def test_jobcollection_download_results_merged(jobcollection_multiple_mock, requests_mock):
download_url = "http://up42.api.com/abcdef"
for job in jobcollection_multiple_mock.jobs:
url_download_result = (
f"{API_HOST}/projects/{jobcollection_multiple_mock.project_id}/jobs/{job.job_id}/downloads/results/"
)
requests_mock.get(
url_download_result,
json={"data": {"url": download_url}, "error": {}},
)
url_job_info = f"{API_HOST}/projects/{jobcollection_multiple_mock.project_id}/jobs/{job.job_id}"
requests_mock.get(
url=url_job_info,
json={"data": {"status": "SUCCEEDED"}, "error": {}},
)
out_tgz = Path(__file__).resolve().parent / "mock_data/result_tif.tgz"
with open(out_tgz, "rb") as out_tgz_file:
requests_mock.get(
url=download_url,
content=out_tgz_file.read(),
headers={"x-goog-stored-content-length": "163"},
)
with tempfile.TemporaryDirectory() as tmpdir:
out_dict = jobcollection_multiple_mock.download_results(tmpdir, merge=True)
print(out_dict)
assert len(out_dict) == 3
assert Path(out_dict["merged_result"][0]).exists()
assert len(out_dict["merged_result"]) == 1
for job_id in out_dict:
if job_id not in "merged_result":
assert Path(out_dict[job_id][0]).exists()
assert len(out_dict[job_id]) == 2
with open(out_dict["merged_result"][0]) as src:
merged_data_json = geojson.load(src)
print(merged_data_json)
assert len(merged_data_json.features) == 2
assert merged_data_json.features[0].properties["job_id"] == JOB_ID
assert JOB_ID in merged_data_json.features[0].properties["up42.data_path"]
assert (tmpdir / Path(merged_data_json.features[0].properties["up42.data_path"])).exists()
def test_jobcollection_subscripted(jobcollection_single_mock):
assert isinstance(jobcollection_single_mock[0], Job)
assert jobcollection_single_mock[0].job_id == JOB_ID
def test_jobcollection_iterator(jobcollection_multiple_mock):
for job in jobcollection_multiple_mock:
assert isinstance(job, Job)