Python requires ipykernel to be installed

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• Will model.predict update a GRU layer states correctly?

  This is my first question, suggestions are appreciated!

  Background

  I built a model similar to this one.

  I am using model.predict(inputs) to make predictions and I built my custom functions and process to make it learn. It seems to work and when it predicts all seems good.

  Some days ago, I watched this video: https://youtu.be/8HyCNIVRbSU?t=284 (It starts in the part that generated my question) And I copied the image that caught my attention: It says that each input is inserted sequentially on each cell, and each cell will provide more information to the next in that order.

  I began to wonder if my implementation is correct and I will give you all the details that might be useful.

  Details

  1. I am using stateful=True for both GRU layers.
  2. The input at model.predict(inputs) is defined like inputs = [np.array(arr).reshape(1, 1, 6), np.array(arr2).reshape(1, 1, 4)].
  3. I have a csv with the values of the first part of the input, but for the other values, I create them on the fly. That is why I used model.predict. Because of this, if there is another way to be able to send both the static and "dynamic data", I would be happy to do it.
  4. The only way that I am interacting with the model after loading it is by asking to predict the values, and by updating its weights (and resetting states when I input a new sequence).

  Now, with all this information, the question would be:

  • Is model.predict updating all the cell states correctly and using thr GRU layer to its full capacity?
  • Or is it just sending the data to the first cell always?
• Any Python string method would remove punctuation from a string?

  Python method to remove punctuation in a string such that the string "A HAPPY, Happy Year2021 Holidays!!!" will become "A HAPPY Happy Year2021 Holidays"
• JavaScript / Python is messing up my web request (by manipulating my strings without permission)

  I'm trying to make a web request work (for over 12 hours yet) with requests library for Python. The problem is that I have to send some JSON data by a POST request. The data which should be send looks like this:

  let container = {
  data: "{\"rtId\":663528,\"parmtrs\":\"{\\\"firstVisit\\\":false,\\\"requestId\\\":\\\"05e07b82df46499dab3f9f4ba4d932c6\\\",\\\"rememberUserId\\\":\\\"\\\",\\\"lang\\\":\\\"en#US\\\"}\"}"
  }
  

  (This is JavaScript)

  But as soon as I evaluate container.data it becomes like:

  {"rtId":663528,"parmtrs":"{\\"firstVisit\\":false, .......
  

  And this results in an invalid request (because there should be three dashes \\ in the post body and not just \) - I have to encrypt JSON-String for the post body but if there are more dashes than expected the string becomes invalid.

  Neither Python nor JavaScript works with that, both escaping the strings even when I use something like String.raw (JavaScript) or r"" in Python.

  This is both a problem with Python & JavaScript.

  I need some good ideas how to get strings that are looking like the first example with three dashes in Python (I also tried to send encoded body string like:

  %7B%22rtId%22%3A668%2C%
  

  but this results in a 403 response code (everything ends up in a 403 response code so far. I validated everything for hours: 100% valid & exact cookies and headers) so the problem could only be because of wrong formatted body data within the post request.

  I'm at my wits end.
• @ in the beginning of the String in C

  UPDATE: The code itself was fine, I just installed an Extension called "Code Runner" and it solved the problem.

  I'm using VS code to write a HelloWorld in C, but when I run it, there is extra @ character in the beginning of each line. Where does this "@" character is coming from and how can I only print the String? This is my code

  #include <stdio.h>
  int main(){
  printf("Hello\nWorld");
  return 0;
  }
  

  This is what I get in DEBUG CONSOLE

  @"Hello\r\n"
  @"World"
  
• VSCode and FastAPI debugging - doesn't break within routes

  Just getting started with FastAPI, but running into issues with trying to get it to recognize breakpoints in the VSCode debugger. The strange thing is that it does successfully break on lines that are not contained within routes

  Pulling directly from the tutorial: https://fastapi.tiangolo.com/tutorial/debugging/

  import uvicorn
  from fastapi import FastAPI
  
  app = FastAPI()  # breakpoint here works on launching file
  print('here')    # breakpoint here works on launching file
  
  
  @app.get("/")
  def root():
      a = "a"   # breakpoint here does NOT work
      b = "b" + a
      return {"hello world": b}  # returns data successfully
  
  
  if __name__ == "__main__":
      uvicorn.run(app, host="0.0.0.0", port=5002)
  

  As commented above, the lines outside the routes work fine, and when I go to the address I get the data successfully, but the breakpoint within the route does not fire. Not sure what I'm missing here. Have tried various solutions from Debug FastAPI application in VSCode

  I'm not sure if this makes a difference, but this is also running through the Remote-SSH extension on VSCode (my code is on a gcloud VM). Maybe this is contributing but again, the other breakpoints fire fine.

  My launch.json:

  {
      // Use IntelliSense to learn about possible attributes.
      // Hover to view descriptions of existing attributes.
      // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
      "version": "0.2.0",
      "configurations": [
          {
              "name": "Python: Current File",
              "type": "python",
              "request": "launch",
              "program": "${file}",
              "console": "integratedTerminal"
          }
      ]
  }
  
• fatal: Not a dbt project (or any of the parent directories). Missing dbt_project.yml file

  I am trying to run/compile a model in dbt on a branch before connecting to master but keep getting this error, even though i ran before a model successfully the only difference was i ran it after merging with master now, i want to run before merge and throws back this error any thoughts why its doesnt read the dbt yaml files like before
• Use netcdf4 with Jupyter Notebook

  I am Currently Working on my Bachelors Degree, where I am to do a Data-Analysis using Jupyter Notebook. Normally I only write "normal" Python and Java code. For this I need to open .NC Files, and a quick Google search told me to use netcdf4. Within my Anaconda Manager this was not a problem, but I can't seem to get it to work within Jupyter.

  Here you can see what I tried. I can do "import sys" and "!{sys.executable} -m pip install netcdf4" (which i got from another Stackoverflow Thread), but "import netcdf4 as nc" doesnt work. (Error Code

  
  ModuleNotFoundError                       Traceback (most recent call last)
  <ipython-input-32-6eba77c50763> in <module>
  ----> 1 import netcdf4 as nc
  ModuleNotFoundError: No module named 'netcdf4' 
  

  Can somebody tell me what I am doing wrong?
• How to properly set python kernels in jupyter?

  If I list the jupyter kernels I get the following

  jupyter kernelspec list
  Available kernels:
    python3    /Users/myName/Library/Jupyter/kernels/python3
    python2    /usr/local/share/jupyter/kernels/python2
  

  However if I open jupyter and I choose python3 as kernel I get that it is running python2

  

  How can I properly set the kernel to the specific python version? I am working on mac machine and I have installed everything trough pip3
• Overwrite string of Jupyter Output widget

  How do I overwrite a string that is printed by Jupyter Output widget?

  For instance, I know how to do that using simple print statements:

  from IPython.display import display, clear_output
  
  
  fruits = ["apple", "orange", "kiwi"]
  
  for fruit in fruits:
      clear_output()
      print(f"Do you like {fruit}s?")
  

  Produces what I would expect: the string is printed once for each new fruit, overwriting the previous string. In my example, the last printed statement is Do you like kiwis?.

  But I need to do that with Output widget instead of print statement. I tried:

  import ipywidgets as widgets
  
  
  out = widgets.Output()
  
  for fruit in fruits:
      out.clear_output()
      out.append_stdout(f"Do you like {fruit}s?")
  
  out
  

  And I get: Do you like apples?Do you like oranges?Do you like kiwis?, which is not what I want!

  I also tried placing out.clear_output() after the append_stdout, and I get a blank line. It seems like in this case each string is actually cancelled before the new one is printed, but also the last string is cancelled!

  I appreciate any suggestions!

  Final note: This question is a minimalist example from another question, that has not yet received an answer. If you need more context, feel free to also read that question!