ska-referee-test/ref-test/app/tools/data.py

from ..models import Dataset

from flask import current_app as app
from flask import flash, redirect
from flask.helpers import url_for

import json
from pathlib import Path
from random import shuffle
from functools import wraps

def load(filename:str):
    data_dir = Path(app.config.get('DATA'))
    with open(f'./{data_dir}/{filename}') as file:
        return json.load(file)

def save(data:dict, filename:str):
    data_dir = Path(app.config.get('DATA'))
    with open(f'./{data_dir}/{filename}', 'w') as file:
        json.dump(data, file, indent=4)

def check_is_json(file):
    if not '.' in file.filename or not file.filename.rsplit('.',1)[-1] == 'json': return False
    return True

def validate_json(data):
    if not isinstance(data, list): return False
    for block in data:
        block_type = block.get('type', None)
        if block_type not in ['block', 'question']: return False
        if block_type == 'question':
            if not all (key in block for key in ['q_no', 'text', 'options', 'correct', 'q_type', 'tags']): return False
            if not isinstance(block['q_no'], int): return False
            if not isinstance(block['text'], str): return False
            if not isinstance(block['options'], list): return False
            for option in block['options']:
                if not isinstance(option, str): return False
            if not isinstance(block['correct'], int): return False
            if not isinstance(block['q_type'], str): return False
            if block['q_type'] not in ['Multiple Choice', 'Yes/No', 'List']: return False
            if not isinstance(block['tags'], list): return False
            for tag in block['tags']:
                if not isinstance(tag, str): return False
        if block_type == 'block':
            if not all (key in block for key in ['question_header', 'questions']): return False
            if not isinstance(block['question_header'], str): return False
            if not isinstance(block['questions'], list): return False
            for question in block['questions']:
                if not all (key in question for key in ['q_no', 'text', 'options', 'correct', 'q_type', 'tags']): return False
                if not isinstance(question['text'], str): return False
                if not isinstance(question['q_no'], int): return False
                if not isinstance(question['options'], list): return False
                for option in question['options']:
                    if not isinstance(option, str): return False
                if not isinstance(question['correct'], int): return False
                if not isinstance(question['q_type'], str): return False
                if question['q_type'] not in ['Multiple Choice', 'Yes/No', 'List']: return False
                if not isinstance(question['tags'], list): return False
                for tag in question['tags']:
                    if not isinstance(tag, str): return False
    return True

def randomise_list(list:list):
    _list = list.copy()
    shuffle(_list)
    return(_list)

def get_tag_list(dataset:list):
    output = []
    for block in dataset:
        if block['type'] == 'question': output = list(set(output) | set(block['tags']))
        if block['type'] == 'block':
            for question in block['questions']: output = list(set(output) | set(question['tags']))
    return output

def check_dataset_exists(function):
    @wraps(function)
    def wrapper(*args, **kwargs):
        datasets = Dataset.query.all()
        if not datasets:
            flash('There are no available question datasets. Please upload a question dataset first, or use the question editor to create a new dataset.', 'error')
            return redirect(url_for('admin._questions'))
        return function(*args, **kwargs)
    return wrapper