Files
pmsco-public/tests/database/test_orm.py

280 lines
9.4 KiB
Python

"""
@package tests.database.test_orm
unit tests for pmsco.database.orm
the purpose of these tests is to help debugging the code.
to run the tests, change to the directory which contains the tests directory, and execute =nosetests=.
@pre nose must be installed (python-nose package on Debian).
@author Matthias Muntwiler, matthias.muntwiler@psi.ch
@copyright (c) 2021 by Paul Scherrer Institut @n
Licensed under the Apache License, Version 2.0 (the "License"); @n
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
"""
import unittest
import pmsco.database.access as db
import pmsco.database.orm as orm
import pmsco.database.util as util
import pmsco.dispatch as dispatch
class TestDatabase(unittest.TestCase):
def setUp(self):
self.db = db.DatabaseAccess()
self.db.connect(":memory:")
def tearDown(self):
pass
@classmethod
def setup_class(cls):
# before any methods in this class
pass
@classmethod
def teardown_class(cls):
# teardown_class() after any methods in this class
pass
def test_orm_1(self):
with self.db.session() as session:
prj = orm.Project(name="test1", code=__file__)
session.add(prj)
job = orm.Job(name="test_database")
job.project = prj
session.add(job)
tag1 = orm.Tag(key="phase")
tag2 = orm.Tag(key="scatter")
session.add_all([tag1, tag2])
jt1 = orm.JobTag()
jt1.tag = tag1
jt1.job = job
jt1.value = 'phagen'
jt2 = orm.JobTag()
jt2.tag = tag2
jt2.job = job
jt2.value = 'edac'
session.commit()
qprj = session.query(orm.Project).filter_by(id=1).one()
self.assertEqual(prj.name, qprj.name)
qjob = session.query(orm.Job).filter_by(id=1).one()
self.assertEqual(job.name, qjob.name)
self.assertEqual(job.project.name, prj.name)
self.assertEqual(len(qprj.jobs), 1)
self.assertEqual(len(qjob.job_tags), 2)
self.assertEqual(qjob.tags['phase'], 'phagen')
self.assertEqual(qjob.tags['scatter'], 'edac')
def test_orm_2(self):
with self.db.session() as session:
prj = orm.Project(name="project 1", code=__file__)
session.add(prj)
job = orm.Job(name="job 1")
job.project = prj
session.add(job)
jt1 = orm.JobTag('phase', 'phagen')
session.add(jt1)
job.job_tags[jt1.tag_key] = jt1
job.tags['scatter'] = 'edac'
mod = orm.Model(model=1111, gen=111, particle=11)
session.add(mod)
pv1 = orm.ParamValue(key='dAB', value=123.456, delta=7.543)
session.add(pv1)
mod.param_values[pv1.param_key] = pv1
mod.values['dBC'] = 234.567
cid = dispatch.CalcID(1111, 2, 3, 4, 5)
res = orm.Result(calc_id=cid, rfac=0.123)
res.model = mod
session.add(res)
session.commit()
qprj = session.query(orm.Project).filter_by(id=1).one()
self.assertEqual(qprj.name, prj.name)
self.assertEqual(len(qprj.jobs), 1)
job_names = [k for k in qprj.jobs.keys()]
self.assertEqual(job_names[0], job.name)
self.assertEqual(qprj.jobs[job.name], job)
qjob = session.query(orm.Job).filter_by(id=1).one()
self.assertEqual(qjob.name, job.name)
self.assertEqual(qjob.project.name, prj.name)
self.assertEqual(len(qjob.job_tags), 2)
self.assertEqual(qjob.job_tags['phase'].value, 'phagen')
self.assertEqual(qjob.job_tags['scatter'].value, 'edac')
self.assertEqual(len(qjob.tags), 2)
self.assertEqual(qjob.tags['phase'], 'phagen')
self.assertEqual(qjob.tags['scatter'], 'edac')
qmod = session.query(orm.Model).filter_by(id=1).one()
self.assertEqual(qmod.model, mod.model)
self.assertEqual(len(qmod.param_values), 2)
self.assertEqual(qmod.values['dAB'], 123.456)
self.assertEqual(qmod.deltas['dAB'], 7.543)
self.assertEqual(qmod.values['dBC'], 234.567)
self.assertEqual(len(qmod.results), 1)
self.assertEqual(qmod.results[0].rfac, 0.123)
def test_job_tags(self):
with self.db.session() as session:
prj = orm.Project(name="project 1", code=__file__)
session.add(prj)
job1 = orm.Job(name="job 1")
job1.project = prj
session.add(job1)
job2 = orm.Job(name="job 2")
job2.project = prj
session.add(job2)
job1.tags['color'] = 'blue'
job1.tags['shape'] = 'round'
session.flush()
job2.tags['color'] = 'red'
job1.tags['color'] = 'green'
session.commit()
qjob1 = session.query(orm.Job).filter_by(name='job 1').one()
self.assertEqual(qjob1.tags['color'], 'green')
qjob2 = session.query(orm.Job).filter_by(name='job 2').one()
self.assertEqual(qjob2.tags['color'], 'red')
def test_job_jobtags(self):
with self.db.session() as session:
prj = orm.Project(name="project 1", code=__file__)
session.add(prj)
job1 = orm.Job(name="job 1")
job1.project = prj
session.add(job1)
job2 = orm.Job(name="job 2")
job2.project = prj
session.add(job2)
jt1 = orm.JobTag('color', 'blue')
job1.job_tags[jt1.tag_key] = jt1
session.flush()
jt2 = orm.JobTag('color', 'red')
job2.job_tags[jt2.tag_key] = jt2
session.commit()
qjob1 = session.query(orm.Job).filter_by(name='job 1').one()
self.assertIsInstance(qjob1.job_tags['color'], orm.JobTag)
self.assertEqual(qjob1.job_tags['color'].value, 'blue')
qjob2 = session.query(orm.Job).filter_by(name='job 2').one()
self.assertIsInstance(qjob2.job_tags['color'], orm.JobTag)
self.assertEqual(qjob2.job_tags['color'].value, 'red')
def test_param_values(self):
with self.db.session() as session:
prj = orm.Project(name="project 1", code=__file__)
session.add(prj)
job = orm.Job(name="job 1")
job.project = prj
session.add(job)
mod1 = orm.Model(model=1, gen=11, particle=111)
session.add(mod1)
mod2 = orm.Model(model=2, gen=22, particle=222)
session.add(mod2)
mod1.values['dBC'] = 234.567
# note: this flush is necessary before accessing the same param in another model
session.flush()
mod2.values['dBC'] = 345.678
session.commit()
qmod1 = session.query(orm.Model).filter_by(model=1).one()
self.assertEqual(qmod1.values['dBC'], 234.567)
qmod2 = session.query(orm.Model).filter_by(model=2).one()
self.assertEqual(qmod2.values['dBC'], 345.678)
def test_filter_job(self):
"""
test sqlalchemy filter syntax
@return: None
"""
with self.db.session() as session:
p1 = orm.Project(name="p1")
p2 = orm.Project(name="p2")
j11 = orm.Job(name="j1")
j11.project = p1
j12 = orm.Job(name="j2")
j12.project = p1
j21 = orm.Job(name="j1")
j21.project = p2
j22 = orm.Job(name="j2")
j22.project = p2
session.add_all([p1, p2, j11, j12, j21, j22])
session.commit()
q1 = session.query(orm.Job).join(orm.Project)
q1 = q1.filter(orm.Project.name == 'p1')
q1 = q1.filter(orm.Job.name == 'j1')
jobs1 = q1.all()
sql = """
select Projects.name project_name, Jobs.name job_name
from Projects join Jobs on Projects.id = Jobs.project_id
where Jobs.name = 'j1' and Projects.name = 'p1'
"""
jobs2 = session.execute(sql)
n = 0
for j in jobs2:
self.assertEqual(j.project_name, 'p1')
self.assertEqual(j.job_name, 'j1')
n += 1
self.assertEqual(n, 1)
for j in jobs1:
self.assertEqual(j.project.name, 'p1')
self.assertEqual(j.name, 'j1')
self.assertEqual(len(jobs1), 1)
def test_filter_in(self):
"""
test sqlalchemy filter syntax: in_ operator
@return: None
"""
with self.db.session() as session:
p1 = orm.Project(name="p1")
p2 = orm.Project(name="p2")
j11 = orm.Job(name="j1")
j11.project = p1
j12 = orm.Job(name="j2")
j12.project = p1
j21 = orm.Job(name="j1")
j21.project = p2
j22 = orm.Job(name="j2")
j22.project = p2
session.add_all([p1, p2, j11, j12, j21, j22])
session.commit()
q1 = session.query(orm.Job)
q1 = q1.filter(orm.Job.id.in_([2, 3, 7]))
jobs1 = q1.all()
self.assertEqual(len(jobs1), 2)
if __name__ == '__main__':
unittest.main()