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QUESTION
I have a question with the architectural ones. I create an application that collects a large amount of data from users and I have to save it somewhere. Saving all data from all users in one collection in mongodb very quickly will cause the allowable limit of 16MB of data in the collection to be reached. For this reason, I decided to create a new collection for each subsequent user of my application by creating a collection name like this:
...ANSWER
Answered 2022-Apr-04 at 18:48In MongoDB, the maximum BSON document size is 16 megabytes and not *collection. As far as sub-collection goes, you can have nested collections in MongoDB (similar to Firestore) but that counts towards the 16 MB doc size limit.
Also checkout:
Is it a good idea to create a new collection for each user of my application separately,
While you can do this, you'll have to create indexes for every collection whenever it is created. Storing data of all users in a single collection might be easier depending on the use case.
QUESTION
I'm trying to get a preprocessing function to work with the Dataset map, but I get the following error (full stack trace at the bottom):
...ANSWER
Answered 2021-Dec-13 at 16:52I am not too sure this is directly related to your issue, but on TF
2.7 your code is not working at all, because all the Keras
augmentation layers expect float
values and not uint8
. So, maybe try casting your data like this:
QUESTION
I want to perform some transformation on the input batch during training. For example, if I have a batch of images of size (number of samples, width, height, channels), I want to replace the 3rd channel with the difference of the first two channels, then resize the image size and finally normalize it. I tried to define a custom layer:
...ANSWER
Answered 2021-Sep-26 at 19:24Simply removing tf.Variable
does the job. Below is the full layer:
QUESTION
I am new to postgresql and I am trying to import my csv data into the database I created. I created a table in my database with a few columns. I would like to import my data to the table while filtering the columns to the ones I created in the database.
An example of my data source:
X Y Z One Two ThreeFor example, my columns in the table created: X and Z, so I would like only to import X and Z. I hope I am being clear and sorry for any inconveniences. Thanks
...ANSWER
Answered 2021-Jun-23 at 08:55You can create a temporary table with all the columns from csv.
Then you can copy the file into the temporary table
QUESTION
Good evening,
I have a function f with the arguments a, x and y. For different values of y I would like to plot this function into a diagram with a different colour for each value of y. I defined a list of colours to be used and tried to use the function expand.grid for setting the different values of y, however I only get one strange line plotted in red.
The code looks as follows:
...ANSWER
Answered 2021-May-22 at 17:00It's not the smartest solution, but it could get you there.
QUESTION
I'm trying to make a button cycles to the next scene when ever the button is pressed. The way it is supposed to work is by calling a list which stores the names of all the FXML files then there is the count variable which increments when ever the button is pressed, but it seems when ever the button is pressed it created a new instance of the controller class, this means the count gets reset back to 0 every time it is pressed. If anyone has a solution this it would be greatly appreciated.
As this is part of a coursework assignment I am limited in the amount of code I can submit, but here you go. Sorry for any inconveniences.
...ANSWER
Answered 2021-Mar-19 at 00:37Make your countVar static or do it in object oriented type. Example (static variable approach)
QUESTION
This code generates an error that I don't understand. Can someone explain me please?
...ANSWER
Answered 2021-Mar-11 at 02:24I think you've confused the purpose of tf.keras.layers.experimental.preprocessing.*
. They are to be used in conjunction with your model. So that data augmentation is streamlined with the model it self.
In other words, these layers are a part of your model, not your data pipeline (as you're trying to use it with the dataset.map
for example). If you'd like to use these layers with a tf.data.Dataset
, here's a working example.
QUESTION
This is my first question ever, so I apologize for any inconveniences in advance :)
I've been coding a static website in React using styled-components, and everything looks the way it should EXCEPT for on certain mobile devices. For some reason, almost all divs layers on top of each other, and buttons do not display properly - the worst bit is, that there seems to be no consistency between the broken styling. It works for some (iPhone XS for example) and it doesn't work for others (iPhone 11) - and I have no idea why.
Here are some pictures of how it looks on some mobile devices:
Intended look of first section:
Intended look of first section:
And here are some pictures of how broken it looks on my iPhone 11 for example:
Weird look of first section (the button is collapsed):
Complete mess - all sections collapsed on top of each other:
I've tried all the things I could think of:
I've tried using pure css instead of styled-components
I'm using Gatsby so I've also tried reinstalling gatsby and gatsby-cli and afterwards making a clean project
I've tried deploying a clean react app (no gatsby) with just the
code for the first section (still, the button looks weird)I've tried changing the CSS for the button (just for testing out
where the errors are from before refactoring everything - still, no effect)I've tried deploying through Vercel (instead of Netlify)
I've used https://autoprefixer.github.io to make sure that all my code CSS was supported on different browsers.
None of these attempts changed anything.
I have no clue where to go now. Any Ideas?
For reference, here is the Button component - did I mess something up? (sorry, it's really ugly):
...ANSWER
Answered 2021-Mar-14 at 02:19For future reference, this problem solved by changing some CSS:
- Changed the height to min-height in firstContainer class.
- Remove the height: 100% in the body.
- Changed font-weight from 700 to 600.
- Replace height, width to min-height, min-width depends on the requirements.
- Replace flex: 1 1 0 to width: 50% in children.
QUESTION
first time posting so sorry for any inconveniences in advance.
So im making an ISBN checking program but im stuck at this problem. I want to multiply 1st value of the array with 1 then the 2nd with 3, then 1 then 3 and so on. Here is my code so far:
...ANSWER
Answered 2020-Nov-28 at 23:25As I said in the comments, what you are missing here is:
A conditional multiplication, based on the index of the digit, assuming we start from 0(even index), we should apply multiplication by 1, then going to index 1(odd index) we apply multiplication by 3, and so on... This can be achieved by simply checking if the index %2 returns a
0
(even) or a1
(odd).You will need to sum all those values up and later on transform that into a control digit, i.e. if the sum %10 is equal to
0
, then control digit is 0, otherwise it is 10 - sum %10.
If I have to extend the code you gave it will look like this:
QUESTION
I noticed that assigning the keras.initializer inside a layer results in an error claiming that the variable initializers must either be wrapped in an init_scope
or callable. However, I fail to see how my below use-case is different than the example provided here. Is there a workaround of this issue or am I making some obvious error in using keras initializers?
Here is the minimal example that I could come up with:
...ANSWER
Answered 2020-Nov-24 at 08:08I ran your example without errors. tf==2.3.1, keras==2.4.0
.
Also tried it with tf==2.0
in Colab and it worked OK again. I suggest you to upgrade to the latest TF and try again.
Also change your imports from from keras
to from tensorflow.keras
If still fails - post the full error stack here and version info.
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