python - Cloning Django models or add a differentiating field in the second model? -


I have to store live streaming 'test' data and training data in a MySQL database. I need to create a Django model for this. Now the structure of the data is exactly like i.e. time, value, label . The only difference between the two models will be used for training data and the other will keep alive test data (production data).

Which way would be a better way to create models in terms of performance:

  1. Create two models, TrenadiaDial and TestData models.
  2. Create a single model 'data' and 'training' by adding a boolean field to say whether data is part of a test / train dataset.

Now, training will be done in the initial steps and will be much smaller in size than test data; Additionally, the amount of test data will be very high (~ 20-30 GB)

Processing data involves running classification algorithm based on data collected. In my special case, training data must be accessed repeatedly for each classification work.

  • For the first case, I have to ask two tables. It will be quick to check training data because the size of the data will actually be small.
  • For the second case, the DB will be huge which will affect the query response time, but only one table will be reached. / Li>

Which will be faster in my use?

I am a newbie on database query optimization Therefore, suggestions / indicators will be appreciated. If there is any alternative way to do this (above two above), then those suggestions are also welcome. 

  Use class data modell (model): Time = ... value = ... label = ... class train data modell: pass class test data model (data modell): pass

and use indexes for optimization , And as Lara says the Django document sees


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