kylegallatin / ml-python-cookbook-runner Goto Github PK

getting a file not found error when trying to read the Avro file.

Just wanted to share some observation of pandas behavior. Not sure if this has to do with the pandas version as the default behavior of pandas is returning True or False. To get the binary values, as type(int) worked.

faced an issue with docker image when running the following command on m1 Mac. the issue was mis match of tensor flow serving

however, the following has helped.

• for arm based architecture use the following command. update the tensorflow serving image name

docker run -p 8501:8501 -p 8500:8500 --mount type=bind,source=$(pwd)/saved_model,target=/models/saved_model/1 -e MODEL_NAME=saved_model -t emacski/tensorflow-serving:latest

here are the references for arm tensorflow

• https://hub.docker.com/r/emacski/tensorflow-serving#! -> for the above
• https://www.tensorflow.org/tfx/serving/docker -> for docker image

In chapter 4 for the 4.11 mean imputer section, there may be a typo in the book and just wanted to share my observation.

In the book (nightside of screenshot), features are used which resulted in a different value. and features have true value.

when performing the group by using mean() function, getting a Type error.

However, updating the code to select only few columns has resolved this issue

As I was trying each coding section using the python environment from docker, I got this module not found error. I think this may need to be included into the requirements.txt.