testfactory.py
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'''
TestFactory - generates tests for students
'''
# python standard library
from os import path
import random
import logging
import re
from typing import Any, Dict
# this project
from perguntations.questions import QFactory, QuestionException
from perguntations.test import Test
from perguntations.tools import load_yaml
# Logger configuration
logger = logging.getLogger(__name__)
# ============================================================================
class TestFactoryException(Exception):
'''exception raised in this module'''
# ============================================================================
class TestFactory(dict):
'''
Each instance of TestFactory() is a test generator.
For example, if we want to serve two different tests, then we need two
instances of TestFactory(), one for each test.
'''
# ------------------------------------------------------------------------
def __init__(self, conf: Dict[str, Any]) -> None:
'''
Loads configuration from yaml file, then overrides some configurations
using the conf argument.
Base questions are added to a pool of questions factories.
'''
# --- set test defaults and then use given configuration
super().__init__({ # defaults
'title': '',
'show_points': True,
'scale': None, # or [0, 20]
'duration': 0, # 0=infinite
'autosubmit': False,
'debug': False,
'show_ref': False,
})
self.update(conf)
# --- for review, we are done. no factories needed
if self['review']:
logger.info('Review mode. No questions loaded. No factories.')
return
# --- perform sanity checks and normalize the test questions
self.sanity_checks()
logger.info('Sanity checks PASSED.')
# --- find refs of all questions used in the test
qrefs = {r for qq in self['questions'] for r in qq['ref']}
logger.info('Declared %d questions (each test uses %d).',
len(qrefs), len(self["questions"]))
# --- load and build question factories
self.question_factory = {}
counter = 1
for file in self["files"]:
fullpath = path.normpath(path.join(self["questions_dir"], file))
(dirname, filename) = path.split(fullpath)
logger.info('Loading "%s"...', fullpath)
questions = load_yaml(fullpath) # , default=[])
for i, question in enumerate(questions):
# make sure every question in the file is a dictionary
if not isinstance(question, dict):
msg = f'Question {i} in {file} is not a dictionary'
raise TestFactoryException(msg)
# check if ref is missing, then set to '/path/file.yaml:3'
if 'ref' not in question:
question['ref'] = f'{file}:{i:04}'
logger.warning('Missing ref set to "%s"', question["ref"])
# check for duplicate refs
if question['ref'] in self.question_factory:
other = self.question_factory[question['ref']]
otherfile = path.join(other.question['path'],
other.question['filename'])
msg = (f'Duplicate reference "{question["ref"]}" in files '
f'"{otherfile}" and "{fullpath}".')
raise TestFactoryException(msg)
# make factory only for the questions used in the test
if question['ref'] in qrefs:
question.setdefault('type', 'information')
question.update({
'filename': filename,
'path': dirname,
'index': i # position in the file, 0 based
})
self.question_factory[question['ref']] = QFactory(question)
# check if all the questions can be correctly generated
try:
self.question_factory[question['ref']].generate()
except Exception as exc:
msg = f'Failed to generate "{question["ref"]}"'
raise TestFactoryException(msg) from exc
else:
logger.info('%4d. "%s" Ok.', counter, question["ref"])
counter += 1
qmissing = qrefs.difference(set(self.question_factory.keys()))
if qmissing:
raise TestFactoryException(f'Could not find questions {qmissing}.')
logger.info('Test factory ready. No errors found.')
# ------------------------------------------------------------------------
def check_test_ref(self) -> None:
'''Test must have a `ref`'''
if 'ref' not in self:
raise TestFactoryException('Missing "ref" in configuration!')
if not re.match(r'^[a-zA-Z0-9_-]+$', self['ref']):
raise TestFactoryException('Test "ref" can only contain the '
'characters a-zA-Z0-9_-')
def check_missing_database(self) -> None:
'''Test must have a database'''
if 'database' not in self:
raise TestFactoryException('Missing "database" in configuration')
if not path.isfile(path.expanduser(self['database'])):
msg = f'Database "{self["database"]}" not found!'
raise TestFactoryException(msg)
def check_missing_answers_directory(self) -> None:
'''Test must have a answers directory'''
if 'answers_dir' not in self:
msg = 'Missing "answers_dir" in configuration'
raise TestFactoryException(msg)
def check_answers_directory_writable(self) -> None:
'''Answers directory must be writable'''
testfile = path.join(path.expanduser(self['answers_dir']), 'REMOVE-ME')
try:
with open(testfile, 'w') as file:
file.write('You can safely remove this file.')
except OSError as exc:
msg = f'Cannot write answers to directory "{self["answers_dir"]}"'
raise TestFactoryException(msg) from exc
def check_questions_directory(self) -> None:
'''Check if questions directory is missing or not accessible.'''
if 'questions_dir' not in self:
logger.warning('Missing "questions_dir". Using "%s"',
path.abspath(path.curdir))
self['questions_dir'] = path.curdir
elif not path.isdir(path.expanduser(self['questions_dir'])):
raise TestFactoryException(f'Can\'t find questions directory '
f'"{self["questions_dir"]}"')
def check_import_files(self) -> None:
'''Check if there are files to import (with questions)'''
if 'files' not in self:
msg = ('Missing "files" in configuration with the list of '
'question files to import!')
raise TestFactoryException(msg)
if isinstance(self['files'], str):
self['files'] = [self['files']]
def check_question_list(self) -> None:
'''normalize question list'''
if 'questions' not in self:
raise TestFactoryException('Missing "questions" in configuration')
for i, question in enumerate(self['questions']):
# normalize question to a dict and ref to a list of references
if isinstance(question, str): # e.g., - some_ref
question = {'ref': [question]} # becomes - ref: [some_ref]
elif isinstance(question, dict) and isinstance(question['ref'], str):
question['ref'] = [question['ref']]
elif isinstance(question, list):
question = {'ref': [str(a) for a in question]}
self['questions'][i] = question
def check_missing_title(self) -> None:
'''Warns if title is missing'''
if not self['title']:
logger.warning('Title is undefined!')
def check_grade_scaling(self) -> None:
'''Just informs the scale limits'''
if 'scale_points' in self:
msg = ('*** DEPRECATION WARNING: *** scale_points, scale_min, '
'scale_max were replaced by "scale: [min, max]".')
logger.warning(msg)
self['scale'] = [self['scale_min'], self['scale_max']]
# ------------------------------------------------------------------------
def sanity_checks(self) -> None:
'''
Checks for valid keys and sets default values.
Also checks if some files and directories exist
'''
self.check_test_ref()
self.check_missing_database()
self.check_missing_answers_directory()
self.check_answers_directory_writable()
self.check_questions_directory()
self.check_import_files()
self.check_question_list()
self.check_missing_title()
self.check_grade_scaling()
# ------------------------------------------------------------------------
async def generate(self):
'''
Given a dictionary with a student dict {'name':'john', 'number': 123}
returns instance of Test() for that particular student
'''
# make list of questions
questions = []
qnum = 1 # track question number
nerr = 0 # count errors during questions generation
for qlist in self['questions']:
# choose list of question variants
choose = qlist.get('choose', 1)
qrefs = random.sample(qlist['ref'], k=choose)
for qref in qrefs:
# generate instance of question
try:
question = await self.question_factory[qref].gen_async()
except QuestionException:
logger.error('Can\'t generate question "%s". Skipping.', qref)
nerr += 1
continue
# some defaults
if question['type'] in ('information', 'success', 'warning',
'alert'):
question['points'] = qlist.get('points', 0.0)
else:
question['points'] = qlist.get('points', 1.0)
question['number'] = qnum # counter for non informative panels
qnum += 1
questions.append(question)
# setup scale
total_points = sum(q['points'] for q in questions)
if total_points > 0:
# normalize question points to scale
if self['scale'] is not None:
scale_min, scale_max = self['scale']
for question in questions:
question['points'] *= (scale_max - scale_min) / total_points
else:
self['scale'] = [0, total_points]
else:
logger.warning('Total points is **ZERO**.')
if self['scale'] is None:
self['scale'] = [0, 20] # default
if nerr > 0:
logger.error('%s errors found!', nerr)
# copy these from the test configuratoin to each test instance
inherit = {'ref', 'title', 'database', 'answers_dir',
'questions_dir', 'files',
'duration', 'autosubmit',
'scale', 'show_points',
'show_ref', 'debug', }
# NOT INCLUDED: testfile, allow_all, review
return Test({'questions': questions, **{k:self[k] for k in inherit}})
# ------------------------------------------------------------------------
def __repr__(self):
testsettings = '\n'.join(f' {k:14s}: {v}' for k, v in self.items())
return '{\n' + testsettings + '\n}'