Django : Custom Representation of Many to Many - django

I have a model lets say MyModel which has a foreign key to another model say Tag.
class MyModel(models.Model):
id=models.AutoField(primary_key=True)
name=models.CharField(max_length=200)
tag = models.ManyToMany(Tag)
I have approximately 50,000 instances of MyModel and each MyModel can have 100 Tags.
If I use the above model I will get 5,000,000 entries in a table, mymodel_tag but I can use all the features of ORM.
However If I write custom methods and treat above field as an array of integers and write custom code to retrieve/save ids of tags associated with MyModel, I will have just 50K entries but I will have to write custom code for retrieval etc.
a) I want to know the pros and cons of both the approaches!
b) If I have to have to use the custom array approach how can i do it efficiently.

Umm..
tag = models.ManyToManyField(Tag)
?
With a foreign key, MyModel can only be associated with one and only one Tag. I'm honestly not even sure how you were able to give each one 100 Tags without have to duplicate each MyModel 100 times. If you were doing that, no wonder you're not liking the results.
ManyToManyField creates a join table that will consist only of an id (integer) reference to MyModel and an id (integer) reference to Tag. That is the most compact you'll ever get with this type of relationship, and it's the best practice, anyways.

Although I totally agree with what chrisdpratt says but unfortunately, I have been forced to do it otherwise. Here is one way I found of doing that at http://djangosnippets.org/snippets/1200/:
from django.db import models
from django import forms
class MultiSelectFormField(forms.MultipleChoiceField):
widget = forms.CheckboxSelectMultiple
def __init__(self, *args, **kwargs):
self.max_choices = kwargs.pop('max_choices', 0)
super(MultiSelectFormField, self).__init__(*args, **kwargs)
def clean(self, value):
if not value and self.required:
raise forms.ValidationError(self.error_messages['required'])
if value and self.max_choices and len(value) > self.max_choices:
raise forms.ValidationError('You must select a maximum of %s choice%s.'
% (apnumber(self.max_choices), pluralize(self.max_choices)))
return value
class MultiSelectField(models.Field):
__metaclass__ = models.SubfieldBase
def get_internal_type(self):
return "CharField"
def get_choices_default(self):
return self.get_choices(include_blank=False)
def _get_FIELD_display(self, field):
value = getattr(self, field.attname)
choicedict = dict(field.choices)
def formfield(self, **kwargs):
# don't call super, as that overrides default widget if it has choices
defaults = {'required': not self.blank, 'label': capfirst(self.verbose_name),
'help_text': self.help_text, 'choices':self.choices}
if self.has_default():
defaults['initial'] = self.get_default()
defaults.update(kwargs)
return MultiSelectFormField(**defaults)
def get_db_prep_value(self, value):
if isinstance(value, basestring):
return value
elif isinstance(value, list):
return ",".join(value)
def to_python(self, value):
if isinstance(value, list):
return value
return value.split(",")
def contribute_to_class(self, cls, name):
super(MultiSelectField, self).contribute_to_class(cls, name)
if self.choices:
func = lambda self, fieldname = name, choicedict = dict(self.choices):",".join([choicedict.get(value,value) for value in getattr(self,fieldname)])
setattr(cls, 'get_%s_display' % self.name, func)

Related

Django: Modifying field values before they're submitted

To workaround issues with Taggit, I'm trying to add quotes around values in the tag field before they're transferred into a model. This is what I have so far but it's not working. What am I doing wrong?
class TagField(models.CharField):
description = "Simplifies entering tags w/ taggit"
def __init__(self, *args, **kwargs):
super(TagField, self).__init__(self, *args, **kwargs)
# Adds quotes to the value if there are no commas
def to_python(self, value):
if ',' in value:
return value
else:
return '"' + value + '"'
class CaseForm(forms.ModelForm):
class Meta:
model = Case
fields = ['title', 'file', 'tags']
labels = {
'file': 'Link to File',
'tags': 'Categories'
}
widgets = {
'tags': TagField()
}
You are subclassing models.CharField, instead you should subclass forms.CharField, you're specifying for widget attribute in the form but you're trying to create a form field subclass.
The reason this is not working is you are defining a custom model field and then trying to specify it as a widget in the form. If you indeed want a custom widget, you need to actually provide a widget instance, not a model field instance.
But to get the behavior you want, instead you need to declare the field at the Model level as an instance of your custom field class.
Try something like -
from django.db import models
class TagField(models.CharField):
description = "Simplifies entering tags w/ taggit"
def __init__(self, *args, **kwargs):
super(TagField, self).__init__(*args, **kwargs)
# Adds quotes to the value if there are no commas
def to_python(self, value):
if any( x in value for x in (',', '"') ):
return value
else:
return "\"%s\"" % value
class ModelWithTag(models.Model):
tag = TagField(max_length = 100)
The to_python method is also called by Model.clean(), which is called during form validation, so I think this will provide the behavior you need.
Note, I also check for the presence of a double-quote in your condition in the to_python method, otherwise the quotes will continue to "stack up" every time save() is called.

django multivaluefield & multiwidget - compress and/or decompress not working

All,
I have a form with a MultiValueField that almost works. It uses a choicefield and charfield (with a corresponding Select and TextInput for the widgets)::
custom_choices = [("one","one"),("two","two"),("other","other")]
class MyMultiWidget(forms.MultiWidget):
def __init__(self,*args,**kwargs):
widgets = (
forms.Select(choices=custom_choices),
forms.TextInput(),
)
super(MyMultiWidget, self).__init__(widgets,*args,**kwargs)
def decompress(self, value):
if value:
return value.split("|")
return ['', '']
class MyMultiValueField(forms.MultiValueField):
def __init__(self, *args, **kwargs):
fields = (
forms.ChoiceField(required=True),
forms.CharField(max_length=128,required=False),
)
super(MyMultiValueField, self).__init__(fields, *args, **kwargs)
self.widget = TestMultiWidget()
def compress(self, data_list):
if data_list:
return '|'.join(data_list)
class MyTestField(models.Field):
def formfield(self, **kwargs):
return super(MyTestField, self).formfield(form_class=MyMultiValueField)
class MyModel(models.Model):
myField = MyTestField()
The compress function seems to be working; it returns a list of two strings as expected. But the "value" argument in decompress is always None. Sure enough, when I check the database directly, the myField column is consistently set to null. Any ideas what's happening inbetween compress and decompress? Why isn't the value from compress actually being stored?
Thanks.
You should inherit MyTestField from some field which actually contain the data. In your case it can be CharField or TextField. I think it will solve the problem.

get_readonly_fields in a TabularInline class in Django?

I'm trying to use get_readonly_fields in a TabularInline class in Django:
class ItemInline(admin.TabularInline):
model = Item
extra = 5
def get_readonly_fields(self, request, obj=None):
if obj:
return ['name']
return self.readonly_fields
This code was taken from another StackOverflow question:
Django admin site: prevent fields from being edited?
However, when it's put in a TabularInline class, the new object forms don't render properly. The goal is to make certain fields read only while still allowing data to be entered in new objects. Any ideas for a workaround or different strategy?
Careful - "obj" is not the inline object, it's the parent. That's arguably a bug - see for example this Django ticket
As a workaround to this issue I have associated a form and a Widget to my Inline:
admin.py:
...
class MasterCouponFileInline(admin.TabularInline):
model = MasterCouponFile
form = MasterCouponFileForm
extra = 0
in Django 2.0:
forms.py
from django import forms
from . import models
from feedback.widgets import DisablePopulatedText
class FeedbackCommentForm(forms.ModelForm):
class Meta:
model = models.MasterCouponFile
fields = ('Comment', ....)
widgets = {
'Comment': DisablePopulatedText,
}
in widgets.py
from django import forms
class DisablePopulatedText(forms.TextInput):
def render(self, name, value, attrs=None, renderer=None):
"""Render the widget as an HTML string."""
if value is not None:
# Just return the value, as normal read_only fields do
# Add Hidden Input otherwise the old fields are still required
HiddenInput = forms.HiddenInput()
return format_html("{}\n"+HiddenInput.render(name, value), self.format_value(value))
else:
return super().render(name, value, attrs, renderer)
older Django Versions:
forms.py
....
class MasterCouponFileForm(forms.ModelForm):
class Meta:
model = MasterCouponFile
def __init__(self, *args, **kwargs):
super(MasterCouponFileForm, self).__init__(*args, **kwargs)
self.fields['range'].widget = DisablePopulatedText(self.instance)
self.fields['quantity'].widget = DisablePopulatedText(self.instance)
in widgets.py
...
from django import forms
from django.forms.util import flatatt
from django.utils.encoding import force_text
class DisablePopulatedText(forms.TextInput):
def __init__(self, obj, attrs=None):
self.object = obj
super(DisablePopulatedText, self).__init__(attrs)
def render(self, name, value, attrs=None):
if value is None:
value = ''
final_attrs = self.build_attrs(attrs, type=self.input_type, name=name)
if value != '':
# Only add the 'value' attribute if a value is non-empty.
final_attrs['value'] = force_text(self._format_value(value))
if "__prefix__" not in name and not value:
return format_html('<input{0} disabled />', flatatt(final_attrs))
else:
return format_html('<input{0} />', flatatt(final_attrs))
This is still currently not easily doable due to the fact that obj is the parent model instance not the instance displayed by the inline.
What I did in order to solve this, was to make all the fields, in the inline form, read only and provide a Add/Edit link to a ChangeForm for the inlined model.
Like this
class ChangeFormLinkMixin(object):
def change_form_link(self, instance):
url = reverse('admin:%s_%s_change' % (instance._meta.app_label,
instance._meta.module_name), args=(instance.id,))
# Id == None implies and empty inline object
url = url.replace('None', 'add')
command = _('Add') if url.find('add') > -1 else _('Edit')
return format_html(u'%s' % command, url)
And then in the inline I will have something like this
class ItemInline(ChangeFormLinkMixin, admin.StackedInline):
model = Item
extra = 5
readonly_fields = ['field1',...,'fieldN','change_form_link']
Then in the ChangeForm I'll be able to control the changes the way I want to (I have several states, each of them with a set of editable fields associated).
As others have added, this is a design flaw in django as seen in this Django ticket (thanks Danny W). get_readonly_fields returns the parent object, which is not what we want here.
Since we can't make it readonly, here is my solution to validate it can't be set by the form, using a formset and a clean method:
class ItemInline(admin.TabularInline):
model = Item
formset = ItemInlineFormset
class ItemInlineFormset(forms.models.BaseInlineFormSet):
def clean(self):
super(ItemInlineFormset, self).clean()
for form in self.forms:
if form.instance.some_condition:
form.add_error('some_condition', 'Nope')
You are on the right track. Update self.readonly_fields with a tuple of what fields you want to set as readonly.
class ItemInline(admin.TabularInline):
model = Item
extra = 5
def get_readonly_fields(self, request, obj=None):
# add a tuple of readonly fields
self.readonly_fields += ('field_a', 'field_b')
return self.readonly_fields

When saving, how can you check if a field has changed?

In my model I have :
class Alias(MyBaseModel):
remote_image = models.URLField(
max_length=500, null=True,
help_text='''
A URL that is downloaded and cached for the image.
Only used when the alias is made
'''
)
image = models.ImageField(
upload_to='alias', default='alias-default.png',
help_text="An image representing the alias"
)
def save(self, *args, **kw):
if (not self.image or self.image.name == 'alias-default.png') and self.remote_image :
try :
data = utils.fetch(self.remote_image)
image = StringIO.StringIO(data)
image = Image.open(image)
buf = StringIO.StringIO()
image.save(buf, format='PNG')
self.image.save(
hashlib.md5(self.string_id).hexdigest() + ".png", ContentFile(buf.getvalue())
)
except IOError :
pass
Which works great for the first time the remote_image changes.
How can I fetch a new image when someone has modified the remote_image on the alias? And secondly, is there a better way to cache a remote image?
Essentially, you want to override the __init__ method of models.Model so that you keep a copy of the original value. This makes it so that you don't have to do another DB lookup (which is always a good thing).
class Person(models.Model):
name = models.CharField()
__original_name = None
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.__original_name = self.name
def save(self, force_insert=False, force_update=False, *args, **kwargs):
if self.name != self.__original_name:
# name changed - do something here
super().save(force_insert, force_update, *args, **kwargs)
self.__original_name = self.name
I use following mixin:
from django.forms.models import model_to_dict
class ModelDiffMixin(object):
"""
A model mixin that tracks model fields' values and provide some useful api
to know what fields have been changed.
"""
def __init__(self, *args, **kwargs):
super(ModelDiffMixin, self).__init__(*args, **kwargs)
self.__initial = self._dict
#property
def diff(self):
d1 = self.__initial
d2 = self._dict
diffs = [(k, (v, d2[k])) for k, v in d1.items() if v != d2[k]]
return dict(diffs)
#property
def has_changed(self):
return bool(self.diff)
#property
def changed_fields(self):
return self.diff.keys()
def get_field_diff(self, field_name):
"""
Returns a diff for field if it's changed and None otherwise.
"""
return self.diff.get(field_name, None)
def save(self, *args, **kwargs):
"""
Saves model and set initial state.
"""
super(ModelDiffMixin, self).save(*args, **kwargs)
self.__initial = self._dict
#property
def _dict(self):
return model_to_dict(self, fields=[field.name for field in
self._meta.fields])
Usage:
>>> p = Place()
>>> p.has_changed
False
>>> p.changed_fields
[]
>>> p.rank = 42
>>> p.has_changed
True
>>> p.changed_fields
['rank']
>>> p.diff
{'rank': (0, 42)}
>>> p.categories = [1, 3, 5]
>>> p.diff
{'categories': (None, [1, 3, 5]), 'rank': (0, 42)}
>>> p.get_field_diff('categories')
(None, [1, 3, 5])
>>> p.get_field_diff('rank')
(0, 42)
>>>
Note
Please note that this solution works well in context of current request only. Thus it's suitable primarily for simple cases. In concurrent environment where multiple requests can manipulate the same model instance at the same time, you definitely need a different approach.
Best way is with a pre_save signal. May not have been an option back in '09 when this question was asked and answered, but anyone seeing this today should do it this way:
#receiver(pre_save, sender=MyModel)
def do_something_if_changed(sender, instance, **kwargs):
try:
obj = sender.objects.get(pk=instance.pk)
except sender.DoesNotExist:
pass # Object is new, so field hasn't technically changed, but you may want to do something else here.
else:
if not obj.some_field == instance.some_field: # Field has changed
# do something
And now for direct answer: one way to check if the value for the field has changed is to fetch original data from database before saving instance. Consider this example:
class MyModel(models.Model):
f1 = models.CharField(max_length=1)
def save(self, *args, **kw):
if self.pk is not None:
orig = MyModel.objects.get(pk=self.pk)
if orig.f1 != self.f1:
print 'f1 changed'
super(MyModel, self).save(*args, **kw)
The same thing applies when working with a form. You can detect it at the clean or save method of a ModelForm:
class MyModelForm(forms.ModelForm):
def clean(self):
cleaned_data = super(ProjectForm, self).clean()
#if self.has_changed(): # new instance or existing updated (form has data to save)
if self.instance.pk is not None: # new instance only
if self.instance.f1 != cleaned_data['f1']:
print 'f1 changed'
return cleaned_data
class Meta:
model = MyModel
exclude = []
Since Django 1.8 released, you can use from_db classmethod to cache old value of remote_image. Then in save method you can compare old and new value of field to check if the value has changed.
#classmethod
def from_db(cls, db, field_names, values):
new = super(Alias, cls).from_db(db, field_names, values)
# cache value went from the base
new._loaded_remote_image = values[field_names.index('remote_image')]
return new
def save(self, force_insert=False, force_update=False, using=None,
update_fields=None):
if (self._state.adding and self.remote_image) or \
(not self._state.adding and self._loaded_remote_image != self.remote_image):
# If it is first save and there is no cached remote_image but there is new one,
# or the value of remote_image has changed - do your stuff!
Note that field change tracking is available in django-model-utils.
https://django-model-utils.readthedocs.org/en/latest/index.html
If you are using a form, you can use Form's changed_data (docs):
class AliasForm(ModelForm):
def save(self, commit=True):
if 'remote_image' in self.changed_data:
# do things
remote_image = self.cleaned_data['remote_image']
do_things(remote_image)
super(AliasForm, self).save(commit)
class Meta:
model = Alias
I am a bit late to the party but I found this solution also:
Django Dirty Fields
Another late answer, but if you're just trying to see if a new file has been uploaded to a file field, try this: (adapted from Christopher Adams's comment on the link http://zmsmith.com/2010/05/django-check-if-a-field-has-changed/ in zach's comment here)
Updated link: https://web.archive.org/web/20130101010327/http://zmsmith.com:80/2010/05/django-check-if-a-field-has-changed/
def save(self, *args, **kw):
from django.core.files.uploadedfile import UploadedFile
if hasattr(self.image, 'file') and isinstance(self.image.file, UploadedFile) :
# Handle FileFields as special cases, because the uploaded filename could be
# the same as the filename that's already there even though there may
# be different file contents.
# if a file was just uploaded, the storage model with be UploadedFile
# Do new file stuff here
pass
There is an attribute __dict__ which have all the fields as the keys and value as the field values. So we can just compare two of them
Just change the save function of model to the function below
def save(self, force_insert=False, force_update=False, using=None, update_fields=None):
if self.pk is not None:
initial = A.objects.get(pk=self.pk)
initial_json, final_json = initial.__dict__.copy(), self.__dict__.copy()
initial_json.pop('_state'), final_json.pop('_state')
only_changed_fields = {k: {'final_value': final_json[k], 'initial_value': initial_json[k]} for k in initial_json if final_json[k] != initial_json[k]}
print(only_changed_fields)
super(A, self).save(force_insert=False, force_update=False, using=None, update_fields=None)
Example Usage:
class A(models.Model):
name = models.CharField(max_length=200, null=True, blank=True)
senior = models.CharField(choices=choices, max_length=3)
timestamp = models.DateTimeField(null=True, blank=True)
def save(self, force_insert=False, force_update=False, using=None, update_fields=None):
if self.pk is not None:
initial = A.objects.get(pk=self.pk)
initial_json, final_json = initial.__dict__.copy(), self.__dict__.copy()
initial_json.pop('_state'), final_json.pop('_state')
only_changed_fields = {k: {'final_value': final_json[k], 'initial_value': initial_json[k]} for k in initial_json if final_json[k] != initial_json[k]}
print(only_changed_fields)
super(A, self).save(force_insert=False, force_update=False, using=None, update_fields=None)
yields output with only those fields that have been changed
{'name': {'initial_value': '1234515', 'final_value': 'nim'}, 'senior': {'initial_value': 'no', 'final_value': 'yes'}}
As of Django 1.8, there's the from_db method, as Serge mentions. In fact, the Django docs include this specific use case as an example:
https://docs.djangoproject.com/en/dev/ref/models/instances/#customizing-model-loading
Below is an example showing how to record the initial values of fields that are loaded from the database
This works for me in Django 1.8
def clean(self):
if self.cleaned_data['name'] != self.initial['name']:
# Do something
Very late to the game, but this is a version of Chris Pratt's answer that protects against race conditions while sacrificing performance, by using a transaction block and select_for_update()
#receiver(pre_save, sender=MyModel)
#transaction.atomic
def do_something_if_changed(sender, instance, **kwargs):
try:
obj = sender.objects.select_for_update().get(pk=instance.pk)
except sender.DoesNotExist:
pass # Object is new, so field hasn't technically changed, but you may want to do something else here.
else:
if not obj.some_field == instance.some_field: # Field has changed
# do something
You can use django-model-changes to do this without an additional database lookup:
from django.dispatch import receiver
from django_model_changes import ChangesMixin
class Alias(ChangesMixin, MyBaseModel):
# your model
#receiver(pre_save, sender=Alias)
def do_something_if_changed(sender, instance, **kwargs):
if 'remote_image' in instance.changes():
# do something
The optimal solution is probably one that does not include an additional database read operation prior to saving the model instance, nor any further django-library. This is why laffuste's solutions is preferable. In the context of an admin site, one can simply override the save_model-method, and invoke the form's has_changed method there, just as in Sion's answer above. You arrive at something like this, drawing on Sion's example setting but using changed_data to get every possible change:
class ModelAdmin(admin.ModelAdmin):
fields=['name','mode']
def save_model(self, request, obj, form, change):
form.changed_data #output could be ['name']
#do somethin the changed name value...
#call the super method
super(self,ModelAdmin).save_model(request, obj, form, change)
Override save_model:
https://docs.djangoproject.com/en/1.10/ref/contrib/admin/#django.contrib.admin.ModelAdmin.save_model
Built-in changed_data-method for a Field:
https://docs.djangoproject.com/en/1.10/ref/forms/api/#django.forms.Form.changed_data
While this doesn't actually answer your question, I'd go about this in a different way.
Simply clear the remote_image field after successfully saving the local copy. Then in your save method you can always update the image whenever remote_image isn't empty.
If you'd like to keep a reference to the url, you could use an non-editable boolean field to handle the caching flag rather than remote_image field itself.
I had this situation before my solution was to override the pre_save() method of the target field class it will be called only if the field has been changed
useful with FileField
example:
class PDFField(FileField):
def pre_save(self, model_instance, add):
# do some operations on your file
# if and only if you have changed the filefield
disadvantage:
not useful if you want to do any (post_save) operation like using the created object in some job (if certain field has changed)
I have extended the mixin of #livskiy as follows:
class ModelDiffMixin(models.Model):
"""
A model mixin that tracks model fields' values and provide some useful api
to know what fields have been changed.
"""
_dict = DictField(editable=False)
def __init__(self, *args, **kwargs):
super(ModelDiffMixin, self).__init__(*args, **kwargs)
self._initial = self._dict
#property
def diff(self):
d1 = self._initial
d2 = self._dict
diffs = [(k, (v, d2[k])) for k, v in d1.items() if v != d2[k]]
return dict(diffs)
#property
def has_changed(self):
return bool(self.diff)
#property
def changed_fields(self):
return self.diff.keys()
def get_field_diff(self, field_name):
"""
Returns a diff for field if it's changed and None otherwise.
"""
return self.diff.get(field_name, None)
def save(self, *args, **kwargs):
"""
Saves model and set initial state.
"""
object_dict = model_to_dict(self,
fields=[field.name for field in self._meta.fields])
for field in object_dict:
# for FileFields
if issubclass(object_dict[field].__class__, FieldFile):
try:
object_dict[field] = object_dict[field].path
except :
object_dict[field] = object_dict[field].name
# TODO: add other non-serializable field types
self._dict = object_dict
super(ModelDiffMixin, self).save(*args, **kwargs)
class Meta:
abstract = True
and the DictField is:
class DictField(models.TextField):
__metaclass__ = models.SubfieldBase
description = "Stores a python dict"
def __init__(self, *args, **kwargs):
super(DictField, self).__init__(*args, **kwargs)
def to_python(self, value):
if not value:
value = {}
if isinstance(value, dict):
return value
return json.loads(value)
def get_prep_value(self, value):
if value is None:
return value
return json.dumps(value)
def value_to_string(self, obj):
value = self._get_val_from_obj(obj)
return self.get_db_prep_value(value)
it can be used by extending it in your models
a _dict field will be added when you sync/migrate and that field will store the state of your objects
improving #josh answer for all fields:
class Person(models.Model):
name = models.CharField()
def __init__(self, *args, **kwargs):
super(Person, self).__init__(*args, **kwargs)
self._original_fields = dict([(field.attname, getattr(self, field.attname))
for field in self._meta.local_fields if not isinstance(field, models.ForeignKey)])
def save(self, *args, **kwargs):
if self.id:
for field in self._meta.local_fields:
if not isinstance(field, models.ForeignKey) and\
self._original_fields[field.name] != getattr(self, field.name):
# Do Something
super(Person, self).save(*args, **kwargs)
just to clarify, the getattr works to get fields like person.name with strings (i.e. getattr(person, "name")
My take on #iperelivskiy's solution: on large scale, creating the _initial dict for every __init__ is expensive, and most of the time - unnecessary. I have changed the mixin slightly such that it records changes only when you explicitly tell it to do so (by calling instance.track_changes):
from typing import KeysView, Optional
from django.forms import model_to_dict
class TrackChangesMixin:
_snapshot: Optional[dict] = None
def track_changes(self):
self._snapshot = self.as_dict
#property
def diff(self) -> dict:
if self._snapshot is None:
raise ValueError("track_changes wasn't called, can't determine diff.")
d1 = self._snapshot
d2 = self.as_dict
diffs = [(k, (v, d2[k])) for k, v in d1.items() if str(v) != str(d2[k])]
return dict(diffs)
#property
def has_changed(self) -> bool:
return bool(self.diff)
#property
def changed_fields(self) -> KeysView:
return self.diff.keys()
#property
def as_dict(self) -> dict:
return model_to_dict(self, fields=[field.name for field in self._meta.fields])
I have found this package django-lifecycle.
It uses django signals to define #hook decorator, which is very robust and reliable. I used it and it is a bliss.
How about using David Cramer's solution:
http://cramer.io/2010/12/06/tracking-changes-to-fields-in-django/
I've had success using it like this:
#track_data('name')
class Mode(models.Model):
name = models.CharField(max_length=5)
mode = models.CharField(max_length=5)
def save(self, *args, **kwargs):
if self.has_changed('name'):
print 'name changed'
# OR #
#classmethod
def post_save(cls, sender, instance, created, **kwargs):
if instance.has_changed('name'):
print "Hooray!"
A modification to #ivanperelivskiy's answer:
#property
def _dict(self):
ret = {}
for field in self._meta.get_fields():
if isinstance(field, ForeignObjectRel):
# foreign objects might not have corresponding objects in the database.
if hasattr(self, field.get_accessor_name()):
ret[field.get_accessor_name()] = getattr(self, field.get_accessor_name())
else:
ret[field.get_accessor_name()] = None
else:
ret[field.attname] = getattr(self, field.attname)
return ret
This uses django 1.10's public method get_fields instead. This makes the code more future proof, but more importantly also includes foreign keys and fields where editable=False.
For reference, here is the implementation of .fields
#cached_property
def fields(self):
"""
Returns a list of all forward fields on the model and its parents,
excluding ManyToManyFields.
Private API intended only to be used by Django itself; get_fields()
combined with filtering of field properties is the public API for
obtaining this field list.
"""
# For legacy reasons, the fields property should only contain forward
# fields that are not private or with a m2m cardinality. Therefore we
# pass these three filters as filters to the generator.
# The third lambda is a longwinded way of checking f.related_model - we don't
# use that property directly because related_model is a cached property,
# and all the models may not have been loaded yet; we don't want to cache
# the string reference to the related_model.
def is_not_an_m2m_field(f):
return not (f.is_relation and f.many_to_many)
def is_not_a_generic_relation(f):
return not (f.is_relation and f.one_to_many)
def is_not_a_generic_foreign_key(f):
return not (
f.is_relation and f.many_to_one and not (hasattr(f.remote_field, 'model') and f.remote_field.model)
)
return make_immutable_fields_list(
"fields",
(f for f in self._get_fields(reverse=False)
if is_not_an_m2m_field(f) and is_not_a_generic_relation(f) and is_not_a_generic_foreign_key(f))
)
as an extension of SmileyChris' answer, you can add a datetime field to the model for last_updated, and set some sort of limit for the max age you'll let it get to before checking for a change
The mixin from #ivanlivski is great.
I've extended it to
Ensure it works with Decimal fields.
Expose properties to simplify usage
The updated code is available here:
https://github.com/sknutsonsf/python-contrib/blob/master/src/django/utils/ModelDiffMixin.py
To help people new to Python or Django, I'll give a more complete example.
This particular usage is to take a file from a data provider and ensure the records in the database reflect the file.
My model object:
class Station(ModelDiffMixin.ModelDiffMixin, models.Model):
station_name = models.CharField(max_length=200)
nearby_city = models.CharField(max_length=200)
precipitation = models.DecimalField(max_digits=5, decimal_places=2)
# <list of many other fields>
def is_float_changed (self,v1, v2):
''' Compare two floating values to just two digit precision
Override Default precision is 5 digits
'''
return abs (round (v1 - v2, 2)) > 0.01
The class that loads the file has these methods:
class UpdateWeather (object)
# other methods omitted
def update_stations (self, filename):
# read all existing data
all_stations = models.Station.objects.all()
self._existing_stations = {}
# insert into a collection for referencing while we check if data exists
for stn in all_stations.iterator():
self._existing_stations[stn.id] = stn
# read the file. result is array of objects in known column order
data = read_tabbed_file(filename)
# iterate rows from file and insert or update where needed
for rownum in range(sh.nrows):
self._update_row(sh.row(rownum));
# now anything remaining in the collection is no longer active
# since it was not found in the newest file
# for now, delete that record
# there should never be any of these if the file was created properly
for stn in self._existing_stations.values():
stn.delete()
self._num_deleted = self._num_deleted+1
def _update_row (self, rowdata):
stnid = int(rowdata[0].value)
name = rowdata[1].value.strip()
# skip the blank names where data source has ids with no data today
if len(name) < 1:
return
# fetch rest of fields and do sanity test
nearby_city = rowdata[2].value.strip()
precip = rowdata[3].value
if stnid in self._existing_stations:
stn = self._existing_stations[stnid]
del self._existing_stations[stnid]
is_update = True;
else:
stn = models.Station()
is_update = False;
# object is new or old, don't care here
stn.id = stnid
stn.station_name = name;
stn.nearby_city = nearby_city
stn.precipitation = precip
# many other fields updated from the file
if is_update == True:
# we use a model mixin to simplify detection of changes
# at the cost of extra memory to store the objects
if stn.has_changed == True:
self._num_updated = self._num_updated + 1;
stn.save();
else:
self._num_created = self._num_created + 1;
stn.save()
Here is another way of doing it.
class Parameter(models.Model):
def __init__(self, *args, **kwargs):
super(Parameter, self).__init__(*args, **kwargs)
self.__original_value = self.value
def clean(self,*args,**kwargs):
if self.__original_value == self.value:
print("igual")
else:
print("distinto")
def save(self,*args,**kwargs):
self.full_clean()
return super(Parameter, self).save(*args, **kwargs)
self.__original_value = self.value
key = models.CharField(max_length=24, db_index=True, unique=True)
value = models.CharField(max_length=128)
As per documentation: validating objects
"The second step full_clean() performs is to call Model.clean(). This method should be overridden to perform custom validation on your model.
This method should be used to provide custom model validation, and to modify attributes on your model if desired. For instance, you could use it to automatically provide a value for a field, or to do validation that requires access to more than a single field:"
If you do not find interest in overriding save method, you can do
model_fields = [f.name for f in YourModel._meta.get_fields()]
valid_data = {
key: new_data[key]
for key in model_fields
if key in new_data.keys()
}
for (key, value) in valid_data.items():
if getattr(instance, key) != value:
print ('Data has changed')
setattr(instance, key, value)
instance.save()
Sometimes I want to check for changes on the same specific fields on multiple models that share those fields, so I define a list of those fields and use a signal. In this case, geocoding addresses only if something has changed, or if the entry is new:
from django.db.models.signals import pre_save
from django.dispatch import receiver
#receiver(pre_save, sender=SomeUserProfileModel)
#receiver(pre_save, sender=SomePlaceModel)
#receiver(pre_save, sender=SomeOrganizationModel)
#receiver(pre_save, sender=SomeContactInfoModel)
def geocode_address(sender, instance, *args, **kwargs):
input_fields = ['address_line', 'address_line_2', 'city', 'state', 'postal_code', 'country']
try:
orig = sender.objects.get(id=instance.id)
if orig:
changes = 0
for field in input_fields:
if not (getattr(instance, field)) == (getattr(orig, field)):
changes += 1
if changes > 0:
# do something here because at least one field changed...
my_geocoder_function(instance)
except:
# do something here because there is no original, or pass.
my_geocoder_function(instance)
Writing it once and attaching with "#receiver" sure beats overriding multiple model save methods, but perhaps some others have better ideas.

forms.SelectMultiple from models.CommaSeparatedIntegerField

I have a model with field:
class Movie(models.Model):
genre = models.CommaSeparatedIntegerField(max_length=100, choices=GENRE_CHOICES, blank=True, default=0)
lang = models.CommaSeparatedIntegerField(max_length=100, choices=LANG_CHOICES, blank=True, default=0)
And I need to get multiple select fields (not checkboxes) from that.
One way, that i found, is to redefine form from ModelAdmin
class MyMovieAdminForm(forms.ModelForm):
genre = forms.MultipleChoiceField(choices=GENRE_CHOICES)
lang = forms.MultipleChoiceField(choices=LANG_CHOICES)
class MovieAdmin(admin.ModelAdmin):
form = MyMovieAdminForm
admin.site.register(Movie, MovieAdmin)
But it need to redeclare 'label' and 'initial' for each field, that isn't good for DRY principle. And I doesn't understand, how can I set current value of object for initial value of each field?
And other way, that I found in manual is formfield-overrides. I use dev version from trunk and I try to use this code, but it didn't change my select fields to multiselect in admin interface:
class MovieAdmin(admin.ModelAdmin):
formfield_overrides = {
models.CommaSeparatedIntegerField: {'widget': forms.SelectMultiple},
}
May be anyone know, what is the best way to define multiple select fields? Thanks!
I don't find any working answer for making models.CommaSeparatedIntegerField as forms.SelectMultiple. So I changed models.CommaSeparatedIntegerField to models.ManyToManyField and form field becomes works very well! It is more suitable in cases, where you need to make queries on this field.
1) Remove choices from models.CommaSeparatedIntegerField in models
2) Create CommaSeparatedCharField as replacement
class CommaSeparatedCharField(forms.CharField):
def to_python(self, value):
if value in validators.EMPTY_VALUES:
return u''
csv = smart_unicode(','.join(value) )
return csv
class CommaSeparatedSelectMultiple(forms.SelectMultiple):
def render(self, *args, **kwargs):
print args, kwargs
args_=list(args)
if type(args_[1])!=list:
args_[1] = args_[1].split(',')
return super(CommaSeparatedSelectMultiple, self).render(*args_, **kwargs)
3) Apply
class MyAdmin(admin.ModelAdmin):
class form(forms.ModelForm):
def __init__(self, *args, **kwargs):
super(forms.ModelForm, self).__init__(*args, **kwargs)
for field_name, choices in [
('minutes', [(i,str(i)) for i in range(60)]),
]:
self.fields[field_name] = CommaSeparatedCharField(
label=self.fields[field_name].label,
initial=self.fields[field_name].initial,
widget=forms.CommaSeparatedSelectMultiple(choices=choices)
)
Work nice on 1.2 trunk
I use the following for somewhat-DRYer form manipulation, and it works with 1.0. It's verbose, but it works.
class MyMovieAdminForm(forms.ModelForm):
## Meta, etc
def __init__(self, *args, **kwargs):
super(MyMovieAdminForm, self).__init__(*args, **kwargs)
self.fields["genre"].widget = forms.SelectMultiple(choices=foo)
self.fields["genre"].initial = self.instance.genre
# Doesn't require redefining label, etc.