{
    "info": {
        "author": "Ron Ding",
        "author_email": "ronweasleyding@163.com",
        "bugtrack_url": null,
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        "description": "Restframework-datachange is an enhancement of rest_framework. To use it, we must have basic understandings of Django and rest_framework. \n\n# 1. Installation\n\nAs usual, use pip:\n\n```\n$ pip install restframework_datachange\n$ pip install django\n$ pip install djangorestframework\n```\n\n# 2. Before using restframework_datachange\n\nWe make a sample restframework-support project.\n\n\n```\n$ django-admin startproject my_project\nmy_project$ cd my_project\nmy_project$ django-admin startapp movie\n```\nNow we write the files as followed:\n\n## Make models.\n\nmy_project/movie/models.py\n```python\nfrom django.db import models\n\nclass Cast(models.Model):\n    SEX_CHOICE = ((1, \"Male\"), (2, \"Female\"))\n\n    sex = models.IntegerField(choices=SEX_CHOICE, default=1)\n    profession = models.CharField(max_length=100, default=\"\")\n    foreign_name = models.CharField(max_length=100, default=\"\")\n\n\n    def __str__(self):\n        return self.foreign_name\n\n\nclass OneMovie(models.Model):\n    COUNTRY_CHOICE = ((1, \"UK\"), (2, \"US\"))\n\n    name = models.CharField(max_length=200, default=\"\")\n    director = models.ManyToManyField(Cast, related_name=\"director\")\n    actors = models.ManyToManyField(Cast, related_name=\"actors\")\n    country = models.IntegerField(default=\"\", choices=COUNTRY_CHOICE)\n\n\n    def __str__(self):\n        return self.name\n\n```\n\n## Make Serializers. For usage of ```SlugRelatedField```, please refer to  [the document of djangorestframework](https://www.django-rest-framework.org/api-guide/relations/#slugrelatedfield).\n\nmy_project/movie/serializers.py\n```python\nfrom rest_framework.serializers import ModelSerializer, SlugRelatedField\nfrom movie.models import OneMovie, Cast\n\n\nclass MovieSerializer(ModelSerializer):\n    director = SlugRelatedField(slug_field=\"foreign_name\", queryset=Cast.objects.all(), many=True)\n    actors = SlugRelatedField(slug_field=\"foreign_name\", queryset=Cast.objects.all(), many=True)\n    class Meta:\n        model = OneMovie\n        fields = \"__all__\"\n```\n\n## Make views\n\nmy_project/movie/views.py\n```python\nfrom django.shortcuts import render\nfrom rest_framework.viewsets import ModelViewSet\nfrom movie.models import OneMovie\nfrom movie.serializers import MovieSerializer\n\n\nclass MovieViewSet(ModelViewSet):\n    queryset = OneMovie.objects.all()\n    serializer_class = MovieSerializer\n\n```\n\n## Change settings\nmy_project/my_project/settings.py\n\n```python\n...\n\nINSTALLED_APPS = [\n    \"django.contrib.admin\",\n    \"django.contrib.auth\",\n    \"django.contrib.contenttypes\",\n    \"django.contrib.sessions\",\n    \"django.contrib.messages\",\n    \"django.contrib.staticfiles\",\n    \"rest_framework\",    #\n    \"movie\"              #\n\n]\n\n...\n\n```\n## Make migrations and migrate.\n\n```\nmy_project/my_project $ cd ..\nmy_project $ python manage.py makemigrations\nMigrations for 'movie':\n  movie/migrations/0001_initial.py\n    - Create model Cast\n    - Create model OneMovie\n\nmy_project$ python3 manage.py migrate\nOperations to perform:\n  Apply all migrations: admin, auth, contenttypes, movie, sessions\nRunning migrations:\n  Applying contenttypes.0001_initial... OK\n  Applying auth.0001_initial... OK\n  Applying admin.0001_initial... OK\n  Applying admin.0002_logentry_remove_auto_add... OK\n  Applying admin.0003_logentry_add_action_flag_choices... OK\n  Applying contenttypes.0002_remove_content_type_name... OK\n  Applying auth.0002_alter_permission_name_max_length... OK\n  Applying auth.0003_alter_user_email_max_length... OK\n  Applying auth.0004_alter_user_username_opts... OK\n  Applying auth.0005_alter_user_last_login_null... OK\n  Applying auth.0006_require_contenttypes_0002... OK\n  Applying auth.0007_alter_validators_add_error_messages... OK\n  Applying auth.0008_alter_user_username_max_length... OK\n  Applying auth.0009_alter_user_last_name_max_length... OK\n  Applying movie.0001_initial... OK\n  Applying sessions.0001_initial... OK\n```\n\n## Make URLs for the whole project.\n\nmy_project/my_project/urls.py\n```python\nfrom django.contrib import admin\nfrom django.urls import path\nfrom rest_framework import routers\nfrom movie.views import MovieViewSet\n\nurlpatterns = [\n    path(\"admin/\", admin.site.urls),\n]\n\nrouter = routers.DefaultRouter()\nrouter.register(r\"movie\", MovieViewSet, base_name=\"movie\")\n\n\nurlpatterns += router.urls\n```\n\n## Now we create some data for the database.\n\n```python\nmy_project $ python manage.py shell\n\nIn [1]: from movie.models import OneMovie\n\nIn [2]: from movie.models import Cast\n\nIn [3]: daniel = Cast.objects.create(sex=1, profession=\"actor\", foreign_name=\"Daniel\")\n\nIn [4]: daniel\nOut[4]: <Cast: Daniel>\n\nIn [5]: emma =  Cast.objects.create(sex=2, profession=\"actor\", foreign_name=\"Emma\")\n\nIn [6]: Cast.objects.all()\nOut[6]: <QuerySet [<Cast: Daniel>, <Cast: Emma>]>\n\nIn [7]: david = Cast.objects.create(sex=1, profession=\"director\", foreign_name=\"David\")\n\nIn [8]: harry_potter_movie = OneMovie.objects.create(name=\"Harry Potter and the Goblet of Fire\", country=2)\n\nIn [9]: harry_potter_movie.director.add(david)\n\nIn [10]: harry_potter_movie.actors.add(daniel)\n\nIn [11]: harry_potter_movie.actors.add(emma)\n\nIn [12]: harry_potter_movie.save()\n\nIn [13]: harry_potter_movie\nOut[13]: <OneMovie: Harry Potter and the Goblet of Fire>\n\nIn [14]: harry_potter_movie.director.all()\nOut[14]: <QuerySet [<Cast: David>]>\n\nIn [15]: harry_potter_movie.actors.all()\nOut[16]: <QuerySet [<Cast: Daniel>, <Cast: Emma>]>\n\nIn [16]: exit()\n```\n\n\n## Now we run the server.\n```\nmy_project $ python manage.py runserver 0.0.0.0:8000\n\n```\n\n## Start your browser and enter ```http://127.0.0.1:8000/```, click   ```\"movie\": \"http://127.0.0.1:8000/movie/\"```\n\nTa da! Everything seems perfect. Below is what you'll see.\n```\n[\n    {\n        \"id\": 1,\n        \"director\": [\n            \"David\"\n        ],\n        \"actors\": [\n            \"Daniel\",\n            \"Emma\"\n        ],\n        \"name\": \"Harry Potter and the Goblet of Fire\",\n        \"country\": 2\n    }\n]\n```\n\n# 3. Changing Data \n\nWe just want the movie ```\"name\"``` to be ```\"Harry\"``` instead of ```\"Harry Potter and the Goblet of File\"```. That is to say, we want to change the data returned. That's when restframework_datachange comes in!\n\nmy_project/movie/views.py\n```python\nfrom restframework_datachange.viewsets import RModelViewSet # \nfrom movie.models import OneMovie\nfrom movie.serializers import MovieSerializer\n\n\nclass MovieAdjust(object):           # \n    def change_name(self, value):    # xx = name\n        return value.split(\" \")[0]   # \n\nclass MovieViewSet(MovieAdjust, RModelViewSet):  # \n    queryset = OneMovie.objects.all()\n    serializer_class = MovieSerializer\n```\n\nBy adding a ```change_xx``` to the ```Adjust``` object and changing inheritance to ```RModelViewSet```, we change the value of the returned ```\"name\"``` field from ```\"Harry Potter and the Goblet of File\"``` to ```\"Harry\"```!\n\n\n```\n[\n    {\n        \"id\": 1,\n        \"director\": [\n            \"David\"\n        ],\n        \"actors\": [\n            \"Daniel\",\n            \"Emma\"\n        ],\n        \"name\": \"Harry\",\n        \"country\": 2\n    }\n]\n\n```\n\nNow we change the ```\"country\"``` code into correspondent country name:\n\nmy_project/movie/views.py\n```python\n...\nclass MovieAdjust(object):         \n    def change_name(self, value):   \n        return value.split(\" \")[0]  \n\n    def change_country(self, value):\n        dic = {1: \"UK\", 2: \"US\"}\n        return dic[value]\n...\n```\n\nTa da!\n\n```\n[\n    {\n        \"id\": 1,\n        \"director\": [\n            \"David\"\n        ],\n        \"actors\": [\n            \"Daniel\",\n            \"Emma\"\n        ],\n        \"name\": \"Harry\",\n        \"country\": \"US\"  \n    }\n]\n```\n\n# 4. Adding new data based on one field\n\nWe want a new field that is based on the data's original field. For example, we want a string version of ```\"actors\"``` named as ```\"string_actors\"```.\n\n\nmy_project/movie/views.py\n```python\n...\nclass MovieAdjust(object):\n    string_actors_src1 = \"actors\"\n\n    def change_name(self, value):\n        return value.split(\" \")[0]\n\n    def change_country(self, value):\n        dic = {1: \"UK\", 2: \"US\"}\n        return dic[value]\n\n    def add_string_actors(self, value):\n        return \", \".join(value)\n...\n```\n\nMake an ```add_xx``` method, pass a ```value``` and modify it, and specify the source field as ```xx_src1```. Then you can see this.\n\n```\n[\n    {\n        \"id\": 1,\n        \"director\": [\n            \"David\"\n        ],\n        \"actors\": [\n            \"Daniel\",\n            \"Emma\"\n        ],\n        \"name\": \"Harry\",\n        \"country\": \"US\",\n        \"string_actors\": \"Daniel, Emma\"\n    }\n]\n```\n\n# 4. Adding new data based on two or more fields\n\nSuppose we want to join the ```\"country\"``` field and the ```\"name\"``` field to form a ```\"detail\"``` field.\n\n```python\nclass MovieAdjust(object):\n    string_actors_src1 = \"actors\"\n    detail_src1 = \"country\"  # xx = detail\n    detail_src2 = \"name\"     # xx = detail\n\n    def change_name(self, value):\n        return value.split(\" \")[0]\n\n    def change_country(self, value):\n        dic = {1: \"UK\", 2: \"US\"}\n        return dic[value]\n\n    def add_string_actors(self, value):\n        return \", \".join(value)\n\n    def add_detail(self, *value):  # xx = detail\n        return \", \".join([str(i) for i in value])\n```\n\nNow you can see:\n\n```\n[\n    {\n        \"id\": 1,\n        \"director\": [\n            \"David\"\n        ],\n        \"actors\": [\n            \"Daniel\",\n            \"Emma\"\n        ],\n        \"name\": \"Harry\",\n        \"country\": \"US\",\n        \"detail\": \"2, Harry Potter and the Goblet of Fire\",\n        \"string_actors\": \"Daniel, Emma\"\n    }\n]\n```\n\nPay attention to the ```\"country\"``` part in  ```\"detail\"```, it is the original value ```2``` instead of the modified value ```\"US\"```. Here, ```\"detail\"``` has source fields ```\"country\"``` and ```\"name\"```, so ```value[0]``` is the value of ```\"country\"``` field, ```2```. And ```value[1]``` is the value of ```\"name\"```, ```\"Harry Potter and the Goblet of Fire\"```.\n\nYou can also write the code like this:\n\n```python\nclass MovieAdjust(object):\n    string_actors_src1 = \"actors\"\n    detail_src1 = \"country\"\n    detail_src2 = \"name\"\n\n    def change_name(self, value):\n        return value.split(\" \")[0]\n\n    def change_country(self, value):\n        dic = {1: \"UK\", 2: \"US\"}\n        return dic[value]\n\n    def add_string_actors(self, value):\n        return \", \".join(value)\n\n    def add_detail(self, country, name): \n        return str(country) + \", \" + str(name)\n```\n\nMake sure the number and the position of parameters beside ```self``` are the same as the ```src```s of your newly-created field.\n\n# 5. Meddle with other actions.\n\nIf you happen to know the ```retrieve```, ```create```, ```update```,  actions of restframework, you can meddle your return by creating ```Adjust``` objects based on the tables below: \n\n| Actions  |  Modification  | Method Prefix | Source Field Suffix |\n|:---------|:--------------:|:-------------:|:-------------------:|\n| list     |  add a field   |      add      |         src         |\n| list     | change a field |    change     |         --          |\n| retrieve |  add a field   |    append     |         org         |\n| retrieve | change a field |    modify     |         --          |\n| create   |  add a field   |    attach     |         bir         |\n| create   | change a field |    reform     |         --          |\n| update   |  add a field   |    adjoin     |         lch         |\n| update   | change a field |     vary      |         --          |\n\nFor example:\n\nhttp://127.0.0.1:8000/movie/1/ calls the ```retrieve``` method.\n\n```python\nclass MovieAdjust(object):\n    string_actors_src1 = \"actors\"\n    detail_src1 = \"country\"  # xx = detail(list)\n    detail_src2 = \"name\"     # xx = detail(list)\n    string_actors_retrieve_org1 = \"actors\"  # yy = string_actors_retrieve(retrieve)\n\n    def change_name(self, value):\n        return value.split(\" \")[0]\n\n    def change_country(self, value):\n        dic = {1: \"UK\", 2: \"US\"}\n        return dic[value]\n\n    def add_string_actors(self, value):\n        return \", \".join(value)\n\n    def add_detail(self, *value):  # xx = detail\n        return \", \".join([str(i) for i in value])\n\n    def modify_country(self, value):\n        dic = {1: \"United Kingdom\", 2: \"United States\"}\n        return dic[value]\n\n    def append_string_actors_retrieve(self, value): \n        # yy = string_actors_retrieve\n        return \", \".join(value)\n```\n\n\n```\n{\n    \"id\": 1,\n    \"director\": [\n        \"David\"\n    ],\n    \"actors\": [\n        \"Daniel\",\n        \"Emma\"\n    ],\n    \"name\": \"Harry Potter and the Goblet of Fire\",\n    \"country\": \"United States\",\n    \"string_actors_retrieve\": \"Daniel, Emma\"\n}\n\n```\n\n\n# 6. Show/hide a field\n\nIf you want to show or hide a field, you can modify the action-specific ```_fields``` and ```_exclude``` property.\n\n```python\nclass MovieAdjust(object):\n    list_exclude = [\"actors\"]\n\n```\n\nwill get you:\n\n```\n[\n    {\n        \"id\": 1,\n        \"director\": [\n            \"David\"\n        ],\n        \"name\": \"Harry Potter and the Goblet of Fire\",\n        \"country\": 2\n    }\n]\n```\n\n```python\nclass MovieAdjust(object):\n    list_fields = [\"actors\", \"name\"]\n\n```\n\nwill get you:\n\n```\n[\n    {\n        \"actors\": [\n            \"Daniel\",\n            \"Emma\"\n        ],\n        \"name\": \"Harry Potter and the Goblet of Fire\"\n    }\n]\n\n```\n\n# 7. Turn python dict into a model\n\nIf you have a python dict and wants to turn it into a Django model, you can use ```modelmaker```.\n```python\nmodel_maker(dic, file='fake_model.py', class_name='Default', name_changer=camel_to_, default_settings=None, **config)\n```\n\n\n```dic``` : A python dic.\n\n```file``` : The model will be written in the file specified. Passed as ```\"\"``` and it will only return a printed version.\n\n```class_name``` : Model name.\n\n```name_changer``` : A method to change some string into another string. Default is a function that turns camel cases to underlines.\n\n```default_settings```: A python dict to specify default properties settings of a type of field.\n\n```config``` : Set the properties of model. For detail, please refer to [the documents of django](https://docs.djangoproject.com/en/2.2/ref/models/fields/).\n\nExample:\n\n```python\n\nfrom restframework_datachange.model_maker import model_maker\nfrom datetime import datetime\n\ndic = {\n    \"apple\": 1,                  # IntegerField\n    \"boy\": 1.2,                  # FloatField\n    \"cat\": \"string\",             # CharField\n    \"dog\": [{\"json\": 1}],        # JSONField\n    \"elephant\": datetime.now(),  # DatetimeField\n    \"changed\": \"string\"\n}\n\nconfig = {\n    \"apple__choices\": [(1, \"UK\"), (2, \"US\")],\n    \"boy__null\": True,\n    \"cat__max_length\": 20,\n    \"dog__verbose_name\": \"Dog\",\n    \"elephant__auto_now\": True\n}\n\ndef name_changer(string):\n    li = [\"apple\", \"boy\", \"cat\", \"dog\", \"elephant\"]\n    if string not in li:\n        return \"fog\"\n    return string\n\nprint(model_maker(dic, file=\"\", class_name=\"M\", name_changer=name_changer, **config))\n\n\n```\n\nwill give you:\n\n```python\nfrom django.contrib.postgres.fields import JSONField\nfrom django.db import models\n\n\nclass M(models.Model):\n    apple = models.IntegerField(verbose_name=\"\", help_text=\"\", null=True, choices=[(1, \"UK\"), (2, \"US\")])\n    boy = models.FloatField(verbose_name=\"\", help_text=\"\", null=True)\n    cat = models.CharField(verbose_name=\"\", help_text=\"\", default=\"\", max_length=20)\n    dog = JSONField(verbose_name=\"Dog\", help_text=\"\", null=True, blank=True)\n    elephant = models.DateTimeField(verbose_name=\"\", help_text=\"\", auto_now=True, auto_now_add=False)\n    fog = models.CharField(verbose_name=\"\", help_text=\"\", default=\"\", max_length=64)\n\n\n```\n\nYou can change the default settings of ```model_maker``` by passing a python dict to the ```default_settings``` parameter.\n\n```python\ndic = {\"apple\": 1}                  # IntegerField\n\nprint(model_maker(dic, file=\"\", class_name=\"AppleCart\", default_settings={\"int\": {\"null\":True}}))\n```\n\nwill give you:\n```python\nfrom django.db import models\n\n\nclass AppleCart(models.Model):\n    apple = models.IntegerField(null=True)\n```\n\nDefault settings for different types are as followed:\n\n```python\n{\n    \"int\": {\"verbose_name\": \"\", \"help_text\": \"\", \"null\": True},\n    \"str\": {\"verbose_name\": \"\", \"help_text\": \"\", \"default\": \"\", \"max_length\": 64},\n    \"datetime\": {\"verbose_name\": \"\", \"help_text\": \"\", \"auto_now\": False, \"auto_now_add\": False},\n    \"date\": {\"verbose_name\": \"\", \"help_text\": \"\", \"auto_now\": False, \"auto_now_add\": False},\n    \"json\": {\"verbose_name\": \"\", \"help_text\": \"\", \"null\": True, \"blank\": True},\n    \"bool\": {\"verbose_name\": \"\", \"help_text\": \"\", \"null\": True},\n    \"float\": {\"verbose_name\": \"\", \"help_text\": \"\", \"null\": True}\n}\n```\n\n\n\n",
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