How to store data from python/kivy app - mysql

I'd like to know how to store data from my app so I can review the data when I re-run the app.
e.g. I type some info in a TextInput and then when I click the submit button, the info is pasted in a label, so I close the app and when I reopen it the info should be appearing in the label. I know that there are sqlite3 and mysql but I don't know how to apply it into my python/kivy code.
Please anyone suggest me how that can be done.
If possible show with an example, it would be perfect.
Thanks in advance,
My py code:
from kivy.app import App
from kivy.uix.screenmanager import ScreenManager, Screen
from kivy.lang import Builder
from random import shuffle
from kivy.core.window import Window
Window.clearcolor = [1, 1, 1, 1]
Window.size = (550, 650)
Builder.load_file('builder.kv')
class MainScreen(ScreenManager):
pass
class Menu(Screen):
pass
class Levels(Screen):
def __init__(self, **kwargs):
super().__init__(**kwargs)
def on_pre_enter(self):
Window.bind(on_keyboard=self.voltar)
def voltar(self, window, key, *args):
if key == 27:
App.get_running_app().root.current = 'menu'
return True
def on_pre_leave(self):
Window.unbind(on_keyboard=self.voltar)
class LvLogos(Screen):
def on_pre_enter(self):
Window.bind(on_keyboard=self.voltar)
def voltar(self, window, key, *args):
if key == 27:
App.get_running_app().root.current = 'menu'
return True
def on_pre_leave(self):
Window.unbind(on_keyboard=self.voltar)
class Logo(Screen):
def __init__(self, **kwargs):
super().__init__(**kwargs)
def shuffle(self):
letter = self.letters
self.s = shuffle(letter)
return letter
def on_pre_enter(self):
Window.bind(on_keyboard=self.voltar)
def voltar(self, window, key, *args):
if key == 27:
App.get_running_app().root.current = 'menu'
return True
def on_pre_leave(self):
Window.unbind(on_keyboard=self.voltar)
class LvShields(Screen):
pass
class Shield(Screen):
def __init__(self, **kwargs):
super().__init__(**kwargs)
def shuffle(self):
letter = self.letters
self.s = shuffle(letter)
return letter
class QuizZApp(App):
def build(self):
self.icon = 'C:\\Users\\gusta\\PycharmProjects\\QuizzApp\\Images\\QuizzLogo.png'
return MainScreen()
if __name__ == '__main__':
QuizZApp().run()

Of course you can use sqlite3, but the simplest way to store basic data for kivy app like your exaple would be to use json file with kivy's own JsonStore class.
It has the benefit of allocating your file in the right place depending on the platform it is deployed on, you won't need to care where exactly.
Here is a simple example using get(), put() and exists() methods to store typed text from TextInput and load it on a Label. (You won't need to create the file itself, just initialize the object and write (put()) in it).
from kivy.uix.boxlayout import BoxLayout
from kivy.storage.jsonstore import JsonStore
from kivy.base import runTouchApp
from kivy.lang import Builder
from kivy.properties import ObjectProperty
kv='''
RootWidget:
orientation: 'vertical'
BoxLayout:
TextInput:
id: txtinpt
Label:
id: lbl
text: root.stored_data.get('mydata')['text'] if root.stored_data.exists('mydata') else ''
Button:
size_hint_y: .3
text: 'Submit'
on_press:
root.stored_data.put('mydata', text=txtinpt.text)
lbl.text = txtinpt.text
'''
class RootWidget(BoxLayout):
stored_data = ObjectProperty(None)
def __init__(self, *args, **kwargs):
super(BoxLayout, self).__init__(*args, **kwargs)
self.stored_data = JsonStore('data.json')
runTouchApp(Builder.load_string(kv))
If you are new to Json, it is a file containing list of pairs, which's value by its own may be a new list of pair. pretty much like python's dict.
For kivy's JsonStore class, it assume you are working with a minimum of two levels, hence {"mydata": {"text": "What you have written last run"}}. It doesn't make much sense in this simple example to have a nested dict, but in general it will be exactly what you want for real applications, like if you wanted to take contacts data for multiple contacts, or you want to store various configurations for multiple widget for the app itself (in this case you may want to read (get()) the data prior of loading the widgets, probably in the App-class's build() method).
reference: https://kivy.org/docs/api-kivy.storage.html

Related

SQLAlchemy 1.4 abstracting MetaData.reflect into function not returning MetaData object?

I have a class that acts as a PostgreSQL database interface. It has a number of methods which do things with the MetaData, such as get table names, drop tables, etc.
These methods keep calling the same two lines to set up MetaData. I am trying to tidy this up by abstracting this MetaData setup into its own function which is initiated when the class is instantiated, but this isn't working, as the function keeps returning NoneType instead of the MetaData instance.
Here is an example of the class, BEFORE adding the MetaData function:
class Db:
def __init__(self, config):
self.engine = create_async_engine(ENGINE, echo=True, future=True)
self.session = sessionmaker(self.engine, expire_on_commit=False, class_=AsyncSession)
def get_table_names(self):
meta = MetaData()
meta.reflect(bind=sync_engine)
meta = self.meta()
return meta.tables.keys()
This works well, returns a list of table keys:
dict_keys(['user', 'images', 'session'])
When I try to shift the MetaData call into its own function like so:
class Db:
def __init__(self, config):
self.engine = create_async_engine(ENGINE, echo=True, future=True)
self.session = sessionmaker(self.engine, expire_on_commit=False, class_=AsyncSession)
self.meta = self.get_metadata()
def get_metadata(self):
meta = MetaData()
return meta.reflect(bind=sync_engine)
def get_table_names(self):
return self.meta.tables.keys()
It returns this error:
in get_table_names return self.meta.tables.keys()
AttributeError: 'NoneType' object has no attribute 'tables'
How can I achieve this sort of functionality by calling self.meta() from within the various class methods?
Reflect alters the current metadata in-place. So you can just return the meta variable explicitly.
class Db:
# ...
def get_metadata(self):
meta = MetaData()
meta.reflect(bind=sync_engine)
return meta
# ...
Although it might be better to do this in a factory function, like def db_factory(config): and inject these things already prepped in the class constructor, def __init__(self, metadata, engine, session):. Just a thought.
Just wanted to post an answer, as with someone else's help I was able to solve this. The code should look like this:
class Db:
def __init__(self, config):
self.engine = create_async_engine(ENGINE, echo=True, future=True)
self.session = sessionmaker(self.engine, expire_on_commit=False, class_=AsyncSession)
self._meta = MetaData()
#property
def meta(self):
self._meta.reflect(bind=sync_engine)
return self._meta
def get_table_names(self):
return self.meta.tables.keys()

How to use Allen NLP interpret on custom models

I wish to use Allen NLP Interpret for integrated visualization and Saliency mapping.on custom transformer model, can you please tell me how to do that?
It can be done by having AllenNLP wrappers around your custom model. The interpret modules require a Predictor object, so you can write your own, or use an existing one.
Here's an example for a classification model:
from allennlp.data.vocabulary import Vocabulary
from allennlp.predictors.text_classifier import TextClassifierPredictor
from allennlp.data.dataset_readers import TextClassificationJsonReader
import torch
class ModelWrapper(Model):
def __init__(self, vocab, your_model):
super().__init__(vocab)
self.your_model = your_model
self.logits_to_probs = torch.nn.Softmax()
self.loss = torch.nn.CrossEntropyLoss()
def forward(self, tokens, label=None):
if label is not None:
outputs = self.your_model(tokens, label=label)
else:
outputs = self.your_model(tokens)
probs = self.logits_to_probs(outputs["logits"])
if label is not None:
loss = self.loss(outputs["logits"], label)
outputs["loss"] = loss
outputs["probs"] = probs
return outputs
Your custom transformer model may not have an identifiable TextFieldEmbedder. This is the initial embedding layer of your model, against which gradients are calculated for the saliency interpreters. These can be specified by overriding the following methods in the Predictor.
class PredictorWrapper(TextClassifierPredictor):
def get_interpretable_layer(self):
return self._model.model.bert.embeddings.word_embeddings # This is the initial layer for huggingface's `bert-base-uncased`; change according to your custom model.
def get_interpretable_text_field_embedder(self):
return self._model.model.bert.embeddings.word_embeddings
predictor = PredictorWrapper(model=ModelWrapper(vocab, your_model),
dataset_reader=TextClassificationJsonReader())
Now you have an AllenNLP predictor, which can be used with the interpret module as follows:
from allennlp.interpret.saliency_interpreters import SimpleGradient
interpreter = SimpleGradient(predictor)
interpreter.saliency_interpret_from_json({"sentence": "This is a good movie."})
This should give you the gradients with respect to each input token.

Variable not recognized in the listener - Jython Swing

I'm developing a simple window that performs some operations at closure. This is my code extract:
from javax.swing import *
from java.awt import *
from java.awt.event import *
from java.io import *
import javax.swing.table.DefaultTableModel as DefaultTableModel
class registro(JFrame):
def __init__(self):
super(registro, self).__init__()
self.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE)
self.setExtendedState(JFrame.MAXIMIZED_BOTH)
#[...]
headers = ('Data e orario',
'Personale UO Q&A',
'Tipologia di attività'.decode('utf-8'),
'Personale incontrato con strutture di appartenenza',
'Note')
self.model = DefaultTableModel([["","","","",""]], headers)
self.table = JTable(self.model)
#[...]
self.addWindowListener(self.onClose())
#[...]
def onClose(self):
class saver(WindowAdapter):
tableModel = self.model
def windowClosing(self, event):
print tableModel #HERE IS THE ERROR!!!!!!!!!
return saver()
The error reported on the highlighted line is the following:
NameError: global name 'tableModel' is not defined
Although I have declared the variable inside the listener (to avoid misunderstanding between the two self), I don't understand why it has never been recognized. I'm almost a novice with object-oriented programming and Swing windows on Jython, and I hope this is not my (very) serious shortcoming!
Many thanks in advance.
There's a fairly subtle scope issue here, which is mostly about Python syntax, but also about what code you want to have access to the tableModel. The tableModel variable is not visible by default because you are inside the onClose() function. A defensive solution to this is to explicitly pass the needed variable into the new saver object. I personally prefer this as it more explicitly declares the inputs for saver objects.
class WindowAdapter:
None
class App:
def __init__(self):
self.model = 'DUMMYMODEL'
def onClose(self):
class Saver(WindowAdapter):
def __init__(self,tableModel):
WindowAdapter.__init__(self)
self.tableModel = tableModel
def windowClosing(self,event):
print (self.tableModel)
return Saver(self.model)
if __name__ == '__main__':
app = App()
sv = app.onClose()
sv.windowClosing(event=None)
(This code is cut down and in pure Python to show it is largely scoping related.)
An alternative would be using the Python global keyword to expose the tableModel variable to all lower scopes.
class WindowAdapter:
None
class App:
def __init__(self):
self.model = 'DUMMYMODEL'
def onClose(self):
global tableModel
tableModel = self.model
class Saver(WindowAdapter):
def windowClosing(self,event):
print (tableModel)
return Saver()
if __name__ == '__main__':
app = App()
sv = app.onClose()
sv.windowClosing(event=None)

Django DRF TypeError: object is not iterable, how to approach this?

Wondering what I'm doing wrong here. I'm running DRF with a React frontend. Trying to get one serializer to GET and POST a user's selected stations.
The AJAX POST works great, but the get on a page's initial load no longer works, and Django tells me: TypeError: 'Station' object is not iterable.
From reading around I'm vaguely aware that I shouldn't be declaring station with many = True, as this is causing the exception to be thrown. But I can't find any other way to get it working, it mangles the JSON POST request if I remove this option and stops the data validating.
The create is using custom code and is working fine.
Should I be trying to get this to work seamlessly or should I just hack it/make a different serializer to do the POST? Am I doing this in a logical way or have I got it all back-to-front?
models.py
class Station(models.Model):
network = models.ForeignKey(Network, on_delete=models.CASCADE)
name = models.CharField(db_column='name', max_length=256) # Field name made lowercase.
latitude = models.FloatField()
longitude = models.FloatField()
users = models.ManyToManyField('Account', through='UserStations')
class Meta:
managed = True
def __str__(self):
return self.name
class UserStations(models.Model):
station = models.ForeignKey(Station, on_delete=models.CASCADE)
user = models.ForeignKey(Account, on_delete=models.CASCADE)
serializers.py
class UserStationListSerializer(serializers.ModelSerializer):
class Meta:
model = Station
# fields = ('id', 'name')
fields = '__all__'
class UserStationsSerializer(serializers.ModelSerializer):
def __init__(self, *args, **kwargs):
#many = kwargs.pop('many', True)
print args
super(UserStationsSerializer, self).__init__(*args, **kwargs)
station = UserStationListSerializer(many=True, required = False, read_only=False)
views.py
class UserStationList(generics.ListCreateAPIView):
queryset = UserStations.objects.all()
serializer_class = UserStationsSerializer
Urls.py
from django.conf.urls import url
from . import views
from .views import StationList, AccountViewSet
from rest_framework.routers import DefaultRouter
from rest_framework.authtoken.views import obtain_auth_token
router = DefaultRouter()
router.register(r'users', AccountViewSet)
urlpatterns = router.urls
urlpatterns += [
url(r'^$', views.StationList.as_view(), name='station-list'),
url(r'user-station-list/', views.UserStationList.as_view(), name='user-station-list'),
url(r'^obtain-auth-token/$', obtain_auth_token),
url(r'station-list/', views.StationList.as_view(), name='user-station-list'),
]

Views.py processing the form data

My form.html
{{ form_field(task_form['execution_time']) }}
<input type="text" name="admin_time">
views.py
class CreateTaskView(LoginRequiredMixin, MyStaffUserRequiredMixin, generic.CreateView):
model = Task
form_class = TaskForm
template_name = 'tasks/form.html'
def get_context_data(self, *args, **kwargs):
ctx = super(CreateTaskView, self).get_context_data(*args, **kwargs)
ctx['task_form'] = ctx.get('form')
ctx['action'] = 'Add'
ctx['cancel_url'] = reverse('tasks.list')
return ctx
def form_valid(self, form):
form.save(self.request.user)
messages.success(self.request, _('Your task has been created.'))
return redirect('tasks.list')_url'] = reverse('tasks.list')
return ctx
When processing the form if admin_time has a value, then execution_time should be equal to admin_time.
How can I bring that about?
I want something like this- but it throws eror
def get_context_data(self, *args, **kwargs):
ctx = super(CreateTaskView, self).get_context_data(*args, **kwargs)
ctx['task_form'] = ctx.get('form')
if self.admin_time.is_valid():
task.execution_time=self.admin_time
else:
ctx['action'] = 'Add'
ctx['cancel_url'] = reverse('tasks.list')
return ctx
CreateView.get_context_data used to send additional context to your template (or override exist one) and it yields only when you have to render empty values request.GET
You can receive data on request.POST, so it yields methods in order (main of them) dispatch -> post -> form_valid or form_invalid -> redirect to success url. You can see there is no get_context_data so remove that weird code from get_context_data:
if self.admin_time.is_valid():
task.execution_time=self.admin_time
else:
I can see you override form_valid so if it runs - form already is valid and you can get "cleaned data" from it if you want perform some additional validation, put following code before form.save():
admin_time = form.cleaned_data['admin_time']
# check if it is not empty
if admin_time:
self.execution_time = admin_time
And you should not do this return ctx in your form_valid, because it never reach here after first return.
I also recommend you look at CreateView class implementation https://docs.djangoproject.com/en/1.7/ref/class-based-views/generic-editing/#createview and Django tutorials and docs if you want understand what you are doing https://docs.djangoproject.com/en/1.7/intro/tutorial01/ there ~ 6 tutorials, read and try it all and http://www.checkio.org/ for learning python. Because here we mainly don't loyal for such questions.