python: конвертировать цикл for в функцию рекурсии

Прежде всего, я все еще новичок в Python, поэтому, пожалуйста, будьте спокойны со мной.

Я провел свое исследование и у меня есть базовое понимание того, как написать рекурсивную функцию, но я совершенно запутался в задаче, стоящей передо мной.

Мне бы очень хотелось несколько советов и указателей, чтобы я мог сделать это сам, чтобы действительно понять.

Вот задача:

Итерация по словарюпроверьте, есть ли ключ для детейесли правда, сделай что-нибудьповторение

Вот проблема,

Ключ 'option' вложен в другой ключ, называемый 'children'. Я хотел бы пройтись по каждому ключу «детей», пока их больше не будет.

Вот как выглядит код без рекурсии. Конечно, это терпит неудачу, потому что это слишком явно, слишком жестко.

#level(one/two/three) refer to the level of nesting, easier for me to know where I am     in the loop.
#qdf_v2 is a particular type of file which is essentially a dictionary 

for levelone in qdf_v2['children']:
    if 'children' in levelone:
        store = options
        for leveltwo in levelone['children']:
            if 'children' in leveltwo:
                store = options
                for levelthree in leveltwo['children']:
                    if 'children' in levellevel:
                        repeat....

Я хотел бы пройтись по словарю и его ключу «дети», пока они больше не существуют.

Вот некоторые JSON, которые вы можете скопировать и вставить вhttp://www.jsoneditoronline.org/ чтобы увидеть, с чем я работаю.

{
    "base": "http://panoptic-fearless.ldc.yougov.net/questionnaires/Test_maj_demo_newG4_2/versions/12/",
    "children": [
        {
            "name": "one",
            "children": [
                {
                    "name": "measures",
                    "children": [
                        {
                            "type": "single",
                            "options": {
                                "sort_order": "asending",
                                "chart_layout": "5",
                                "chart_type": "bar",
                                "chart_color": "green"
                            },
                            "text": "How much would you say you like or dislike P.E. at school? ",
                            "name": "KYS_Q1",
                            "responses": {
                                "items": [
                                    {
                                        "code": 1,
                                        "text": "I love it",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 2,
                                        "text": "I like it",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 3,
                                        "text": "I don’t like it",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 4,
                                        "text": "I hate it",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 5,
                                        "text": "Don’t know",
                                        "element": "qdf:response"
                                    }
                                ],
                                "element": "qdf:response_group"
                            },
                            "element": "qdf:question",
                            "export": [
                                {
                                    "name": "KYS_Q1"
                                }
                            ]
                        },
                        {
                            "children": [
                                {
                                    "type": "single",
                                    "options": {
                                        "sort_order": "asending",
                                        "chart_layout": "4",
                                        "chart_type": "pie",
                                        "chart_color": "pink"
                                    },
                                    "text": "{multiple order=\"randomize\" max=3} You said that you $event P.E. at school...<br/> Which THREE of the following are your MAIN reasons for not liking P.E. at school? (Please tick up to three options)",
                                    "name": "KYS_Q2",
                                    "responses": {
                                        "items": [
                                            {
                                                "code": 1,
                                                "text": "I don't like going outside in bad weather (e.g. in the cold, rain etc.)",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 2,
                                                "text": "I’m always picked last to join a team",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 3,
                                                "text": "I don't like my P.E. teacher/ don’t think they are very good",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 4,
                                                "text": "I’m not very good at it",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 5,
                                                "text": "I find the games/ sports we play boring",
                                                "element": "qdf:response"
                                            }
                                        ],
                                        "element": "qdf:response_group"
                                    },
                                    "element": "qdf:question",
                                    "export": [
                                        {
                                            "name": "KYS_Q2"
                                        }
                                    ]
                                },
                                {
                                    "type": "single",
                                    "options": {
                                        "sort_order": "asending",
                                        "chart_layout": "5",
                                        "chart_type": "line",
                                        "chart_color": "green"
                                    },
                                    "text": "{multiple order=\"randomize\"} Below are some feelings that people can have about doing P.E. at school...<br/> Which of the following words describe how you feel about doing P.E. at school? (Please tick all that apply) ",
                                    "name": "KYS_Q3A",
                                    "responses": {
                                        "items": [
                                            {
                                                "code": 1,
                                                "text": "Stressed",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 2,
                                                "text": "Scared",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 3,
                                                "text": "Worried",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 4,
                                                "text": "Sick",
                                                "element": "qdf:response"
                                            },
                                            {
                                                "code": 5,
                                                "text": "Tiring ",
                                                "element": "qdf:response"
                                            }
                                        ],
                                        "element": "qdf:response_group"
                                    },
                                    "element": "qdf:question",
                                    "export": [
                                        {
                                            "name": "KYS_Q3A"
                                        }
                                    ]
                                }
                            ],
                            "element": "qdf:section"
                        },
                        {
                            "type": "single",
                            "options": {
                                "sort_order": "desending",
                                "chart_layout": "5",
                                "chart_type": "bar",
                                "chart_color": "green"
                            },
                            "text": "{single order=\"randomize\"} You said that you $event P.E...<br/> Which ONE of the following is the main reason you like it? ",
                            "name": "KYS_Q4",
                            "responses": {
                                "items": [
                                    {
                                        "code": 1,
                                        "text": "I like getting outside/ not being in the classroom",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 2,
                                        "text": "I like my P.E. teacher",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 3,
                                        "text": "I’m good at it",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 4,
                                        "text": "I find the games/ sports fun",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 5,
                                        "text": "I find the games/ sports easy",
                                        "element": "qdf:response"
                                    }
                                ],
                                "element": "qdf:response_group"
                            },
                            "element": "qdf:question",
                            "export": [
                                {
                                    "name": "KYS_Q4"
                                }
                            ]
                        }
                    ],
                    "element": "qdf:page"
                }
            ],
            "element": "qdf:module"
        },
        {
            "name": "two",
            "children": [
                {
                    "name": "test",
                    "children": [
                        {
                            "type": "single",
                            "options": {
                                "sort_order": "asending",
                                "chart_layout": "5",
                                "chart_type": "bar",
                                "chart_color": "green"
                            },
                            "text": "{multiple order=\"randomize\"}Below are some feelings that people can have about doing P.E at school...<br/> Which of the following words describe how you feel about doing P.E. at school? (Please tick all that apply)   ",
                            "name": "KYS_Q5A",
                            "responses": {
                                "items": [
                                    {
                                        "code": 1,
                                        "text": "Energised/ Awake",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 2,
                                        "text": "Excited",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 3,
                                        "text": "Relaxed",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 4,
                                        "text": "Confident",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 5,
                                        "text": "Happy",
                                        "element": "qdf:response"
                                    }
                                ],
                                "element": "qdf:response_group"
                            },
                            "element": "qdf:question",
                            "export": [
                                {
                                    "name": "KYS_Q5A"
                                }
                            ]
                        },
                        {
                            "type": "single",
                            "options": {
                                "sort_order": "asending",
                                "chart_layout": "25",
                                "chart_type": "column",
                                "chart_color": "orange"
                            },
                            "text": "{multiple order=\"randomize\"} For the following question please do not be afraid to be as honest as possible, no one else will be told your personal answers. <br/> Which of the following have you EVER done in order to avoid taking part in P.E. at school? (Please tick all that apply) ",
                            "name": "KYS_Q6",
                            "responses": {
                                "items": [
                                    {
                                        "code": 1,
                                        "text": "Lied about forgetting my kit",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 2,
                                        "text": "Lied about an injury",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 3,
                                        "text": "Lied about feeling unwell",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 4,
                                        "text": "Faked a note from my parents/ guardian",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 5,
                                        "text": "Faked a note from my doctor/ health professional",
                                        "element": "qdf:response"
                                    }
                                ],
                                "element": "qdf:response_group"
                            },
                            "element": "qdf:question",
                            "export": [
                                {
                                    "name": "KYS_Q6"
                                }
                            ]
                        },
                        {
                            "type": "single",
                            "options": {
                                "sort_order": "asending",
                                "chart_layout": "5",
                                "chart_type": "bar",
                                "chart_color": "green"
                            },
                            "text": "{multiple order=\"randomize\"} For the following question, please think about the teacher who has taught you P.E. MOST recently and if you have more than one teacher teaching you P.E. please think about the one who has taught you most often. <br/>  Which of the following statements do you agree with? (Please tick all that apply)",
                            "name": "KYS_Q7",
                            "responses": {
                                "items": [
                                    {
                                        "code": 1,
                                        "text": "My P.E. teacher inspires me to do more exercise",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 2,
                                        "text": "My P.E. teacher motivates me to take part in P.E. lessons",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 3,
                                        "text": "My P.E. teacher scares me",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 4,
                                        "text": "My P.E. teacher makes P.E. boring",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 5,
                                        "text": "My P.E. teacher makes P.E. fun",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 6,
                                        "text": "My P.E. teacher makes P.E. difficult/ hard",
                                        "element": "qdf:response"
                                    }
                                ],
                                "element": "qdf:response_group"
                            },
                            "element": "qdf:question",
                            "export": [
                                {
                                    "name": "KYS_Q7"
                                }
                            ]
                        },
                        {
                            "type": "single",
                            "options": {
                                "sort_order": "asending",
                                "chart_layout": "5",
                                "chart_type": "bar",
                                "chart_color": "green"
                            },
                            "text": "{multiple order=\"randomize\"} What would make you like P.E. more? (Please tick all that apply)",
                            "name": "KYS_Q8",
                            "responses": {
                                "items": [
                                    {
                                        "code": 1,
                                        "text": "If the P.E. teacher was nicer to me",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 2,
                                        "text": "If more lessons took place indoors (e.g. in the sports hall or a gym)",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 3,
                                        "text": "If more lessons took place outdoors",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 4,
                                        "text": "If we did more interesting sports/ activities",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 5,
                                        "text": "If we had more choice of the types of sport we had to do",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "code": 6,
                                        "text": "If we could wear what we wanted for the lesson",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "options": {
                                            "fixed": true
                                        },
                                        "children": [
                                            {
                                                "export": [
                                                    {
                                                        "name": "KYS_Q8other"
                                                    }
                                                ],
                                                "name": "KYS_Q8other",
                                                "type": "open",
                                                "element": "qdf:question"
                                            }
                                        ],
                                        "code": 7,
                                        "text": "Other ",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "options": {
                                            "xor": true,
                                            "fixed": true
                                        },
                                        "code": 8,
                                        "text": "Don’t know",
                                        "element": "qdf:response"
                                    },
                                    {
                                        "options": {
                                            "xor": true,
                                            "fixed": true
                                        },
                                        "code": 9,
                                        "text": "Not applicable – nothing would make me like P.E. more than I already do",
                                        "element": "qdf:response"
                                    }
                                ],
                                "element": "qdf:response_group"
                            },
                            "element": "qdf:question",
                            "export": [
                                {
                                    "name": "KYS_Q8"
                                }
                            ]
                        }
                    ],
                    "element": "qdf:page"
                }
            ],
            "element": "qdf:module"
        },
        {
            "children": [
                {
                    "children": [
                        {
                            "text": "​\n",
                            "element": "qdf:text"
                        }
                    ],
                    "element": "qdf:page"
                }
            ],
            "element": "qdf:module"
        }
    ],
    "panelid": 13,
    "created": "#2014-01-10T15:57:18.594000+00:00#",
    "typespec": {
        "src": "/questionnaires/typespecs/initial.qdf",
        "element": "qdf:typespec"
    },
    "qdf-ext:ext": [
        "meaningful-page-names"
    ],
    "element": "qdf:questionnaire",
    "builtin": {
        "src": "/questionnaires/builtins/initial.qdf",
        "element": "qdf:typedef"
    },
    "committer": "majeed.sahebzadha",
    "name": "Test_maj_demo_newG4_2",
    "commit message": "added a new module within a module"
}

Ответы на вопрос(3)

Ваш ответ на вопрос